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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
MatrixNet: Learning over symmetry groups using learned group representations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Debiasing Synthetic Data Generated by Deep Generative Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Generalizable Implicit Motion Modeling for Video Frame Interpolation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Universal Neural Functionals
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Hybrid Mamba for Few-Shot Segmentation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Observational Scaling Laws and the Predictability of Langauge Model Performance
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
A Critical Evaluation of AI Feedback for Aligning Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Uncovering the Redundancy in Graph Self-supervised Learning Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Image2Struct: A Benchmark for Evaluating Vision-Language Models in Extracting Structured Information from Images
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
CoLLaM: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reported
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Grounding Multimodal Large Language Models in Actions
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Leveraging Separated World Model for Exploration in Visually Distracted Environments
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
HonestLLM: Toward an Honest and Helpful Large Language Model
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Almost Surely Asymptotically Constant Graph Neural Networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Pricing and Competition for Generative AI
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Post-Hoc Reversal: Are We Selecting Models Prematurely?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
UniIF: Unified Molecule Inverse Folding
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Measuring Per-Unit Interpretability at Scale Without Humans
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
The Intelligible and Effective Graph Neural Additive Network
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
Clustering in Causal Attention Masking
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Random Representations Outperform Online Continually Learned Representations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
UQ-Guided Hyperparameter Optimization for Iterative Learners
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Scale Equivariant Graph Metanetworks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Discrete Flow Matching
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
ACFun: Abstract-Concrete Fusion Facial Stylization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
A Simple yet Universal Framework for Depth Completion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Fisher Flow Matching for Generative Modeling over Discrete Data
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
SparseLLM: Towards Global Pruning of Pre-trained Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Finding Transformer Circuits With Edge Pruning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Most Influential Subset Selection: Challenges, Promises, and Beyond
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Efficient multi-prompt evaluation of LLMs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
Learning to compute Gröbner bases
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
Fully Explicit Dynamic Gaussian Splatting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
The Surprising Effectiveness of SP Voting with Partial Preferences
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Self-Guiding Exploration for Combinatorial Problems
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Robust Gaussian Processes via Relevance Pursuit
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Understanding and Minimising Outlier Features in Transformer Training
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Accelerating Augmentation Invariance Pretraining
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Loki: Low-rank Keys for Efficient Sparse Attention
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Unelicitable Backdoors via Cryptographic Transformer Circuits
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
Computerized Adaptive Testing via Collaborative Ranking
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Skinned Motion Retargeting with Dense Geometric Interaction Perception
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Where Do Large Learning Rates Lead Us?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SimPO: Simple Preference Optimization with a Reference-Free Reward
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Dense Associative Memory Through the Lens of Random Features
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
FINALLY: fast and universal speech enhancement with studio-like quality
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Twigs with Loop Guidance for Conditional Graph Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
On the Adversarial Robustness of Benjamini Hochberg
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GenAI Arena: An Open Evaluation Platform for Generative Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1112
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Localized Zeroth-Order Prompt Optimization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Transformers Can Do Arithmetic with the Right Embeddings
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
ClevrSkills: Compositional Language And Visual Understanding in Robotics
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
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Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
ContactField: Implicit Field Representation for Multi-Person Interaction Geometry
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Evaluate calibration of language models with folktexts
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Convolutional Differentiable Logic Gate Networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
TSDS: Data Selection for Task-Specific Model Finetuning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
ConStat: Performance-Based Contamination Detection in Large Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Unsupervised Discovery of Formulas for Mathematical Constants
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques
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Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
Generalization Analysis for Label-Specific Representation Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Understanding Transformers via N-Gram Statistics
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Polyhedral Complex Derivation from Piecewise Trilinear Networks
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does PDE order affect the convergence of PINNs?
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Grid4D: 4D Decomposed Hash Encoding for High-fidelity Dynamic Gaussian Splatting
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
Harnessing small projectors and multiple views for efficient vision pretraining
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Unconditional stability of a recurrent neural circuit implementing divisive normalization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
A hierarchical decomposition for explaining ML performance discrepancies
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
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Poster]
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Understanding and Improving Training-free Loss-based Diffusion Guidance
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
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Poster]
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Achievable distributional robustness when the robust risk is only partially identified
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Listenable Maps for Zero-Shot Audio Classifiers
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Solving Inverse Problems via Diffusion Optimal Control
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
Generalizing CNNs to graphs with learnable neighborhood quantization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Pessimistic Backward Policy for GFlowNets
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Bridging semantics and pragmatics in information-theoretic emergent communication
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Understanding Emergent Abilities of Language Models from the Loss Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Towards Multi-dimensional Explanation Alignment for Medical Classification
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Topological obstruction to the training of shallow ReLU neural networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Boundary Matters: A Bi-Level Active Finetuning Method
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
Improving Context-Aware Preference Modeling for Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Deep Support Vectors
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
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Poster]
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Slot-VLM: Object-Event Slots for Video-Language Modeling
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Invisible Image Watermarks Are Provably Removable Using Generative AI
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Globally Convergent Variational Inference
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Compact Language Models via Pruning and Knowledge Distillation
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Vector Quantization Prompting for Continual Learning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
Simple and Fast Distillation of Diffusion Models
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Multistep Distillation of Diffusion Models via Moment Matching
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
Multiview Scene Graph
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Efficient Prompt Optimization Through the Lens of Best Arm Identification
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Classification Done Right for Vision-Language Pre-Training
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Unified Guidance for Geometry-Conditioned Molecular Generation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Learning via Surrogate PAC-Bayes
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Combining Observational Data and Language for Species Range Estimation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
Non-convolutional graph neural networks.
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Noise Contrastive Alignment of Language Models with Explicit Rewards
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
FedAvP: Augment Local Data via Shared Policy in Federated Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Spatio-Spectral Graph Neural Networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Analysis of Corrected Graph Convolutions
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
PTQ4DiT: Post-training Quantization for Diffusion Transformers
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
AID: Attention Interpolation of Text-to-Image Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Streaming Bayes GFlowNets
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
How Diffusion Models Learn to Factorize and Compose
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
Accelerating Transformers with Spectrum-Preserving Token Merging
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Group Robust Preference Optimization in Reward-free RLHF
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Reinforcement Learning Guided Semi-Supervised Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
On Sampling Strategies for Spectral Model Sharding
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
PhyRecon: Physically Plausible Neural Scene Reconstruction
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Collaborative Refining for Learning from Inaccurate Labels
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Optical Diffusion Models for Image Generation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Distribution-Aware Data Expansion with Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Faster Repeated Evasion Attacks in Tree Ensembles
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Cross-modal Representation Flattening for Multi-modal Domain Generalization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Auditing Local Explanations is Hard
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MambaTree: Tree Topology is All You Need in State Space Model
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
fMRI predictors based on language models of increasing complexity recover brain left lateralization
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Interactive Deep Clustering via Value Mining
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
OPUS: Occupancy Prediction Using a Sparse Set
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Images that Sound: Composing Images and Sounds on a Single Canvas
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Is Multiple Object Tracking a Matter of Specialization?
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Using Noise to Infer Aspects of Simplicity Without Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
OnlineTAS: An Online Baseline for Temporal Action Segmentation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
Learning Truncated Causal History Model for Video Restoration
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
DeiSAM: Segment Anything with Deictic Prompting
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Retrieval-Augmented Diffusion Models for Time Series Forecasting
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
FUSE: Fast Unified Simulation and Estimation for PDEs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Domain Adaptation for Large-Vocabulary Object Detectors
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Hardness of Learning Neural Networks under the Manifold Hypothesis
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Noether's Razor: Learning Conserved Quantities
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Nature-Inspired Local Propagation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Exploring Token Pruning in Vision State Space Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
Navigating the Effect of Parametrization for Dimensionality Reduction
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Image-aware Evaluation of Generated Medical Reports
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
MKGL: Mastery of a Three-Word Language
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Expected Probabilistic Hierarchies
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Graph Neural Networks Need Cluster-Normalize-Activate Modules
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Adaptive Domain Learning for Cross-domain Image Denoising
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
Learning to Understand: Identifying Interactions via the Möbius Transform
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Towards Scalable and Stable Parallelization of Nonlinear RNNs
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Continuous Partitioning for Graph-Based Semi-Supervised Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Vision-Language Models are Strong Noisy Label Detectors
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Multi-Label Open Set Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
IllumiNeRF: 3D Relighting Without Inverse Rendering
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
General Detection-based Text Line Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
On the Scalability of GNNs for Molecular Graphs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Tell What You Hear From What You See - Video to Audio Generation Through Text
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
BMRS: Bayesian Model Reduction for Structured Pruning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Search for Efficient Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Practical Bayesian Algorithm Execution via Posterior Sampling
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Phased Consistency Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
Gradient-free Decoder Inversion in Latent Diffusion Models
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Visual Fourier Prompt Tuning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
If You Want to Be Robust, Be Wary of Initialization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
Particle Semi-Implicit Variational Inference
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
SuperDeepFool: a new fast and accurate minimal adversarial attack
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
SnapKV: LLM Knows What You are Looking for Before Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Towards Editing Time Series
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Neural Persistence Dynamics
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Activating Self-Attention for Multi-Scene Absolute Pose Regression
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
Deep Submodular Peripteral Networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Revisiting the Integration of Convolution and Attention for Vision Backbone
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
Training Compute-Optimal Protein Language Models
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Learning Formal Mathematics From Intrinsic Motivation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Efficient LLM Scheduling by Learning to Rank
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Interpreting Learned Feedback Patterns in Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Feedback control guides credit assignment in recurrent neural networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Binarized Diffusion Model for Image Super-Resolution
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Amortized Bayesian Experimental Design for Decision-Making
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
SEL-BALD: Deep Bayesian Active Learning for Selective Labeling with Instance Rejection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
When are dynamical systems learned from time series data statistically accurate?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Visual Pinwheel Center Act as Geometric Saliency Detector
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Neural Conditional Probability for Uncertainty Quantification
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
SyncVIS: Synchronized Video Instance Segmentation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
An Image is Worth 32 Tokens for Reconstruction and Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Infinite Limits of Multi-head Transformer Dynamics
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Latent Functional Maps: a spectral framework for representation alignment
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Query-Based Adversarial Prompt Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
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