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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Self-Distilled Depth Refinement with Noisy Poisson Fusion
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
A robust inlier identification algorithm for point cloud registration via $\mathbf{\ell_0}$-minimization
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Improved Particle Approximation Error for Mean Field Neural Networks
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Model Based Inference of Synaptic Plasticity Rules
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
FouRA: Fourier Low-Rank Adaptation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Slot State Space Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Online Consistency of the Nearest Neighbor Rule
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Contrastive losses as generalized models of global epistasis
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
A Compositional Atlas for Algebraic Circuits
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Activation Map Compression through Tensor Decomposition for Deep Learning
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Watermarking Makes Language Models Radioactive
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Distributionally Robust Performative Prediction
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Are Language Models Actually Useful for Time Series Forecasting?
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Schrodinger Bridge Flow for Unpaired Data Translation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Understanding the Transferability of Representations via Task-Relatedness
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
WeiPer: OOD Detection using Weight Perturbations of Class Projections
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
When is an Embedding Model More Promising than Another?
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
SGD vs GD: Rank Deficiency in Linear Networks
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Return of Unconditional Generation: A Self-supervised Representation Generation Method
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1112
Proving Olympiad Algebraic Inequalities without Human Demonstrations
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Many-Shot In-Context Learning
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Large Language Models Must Be Taught to Know What They Don’t Know
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
DiffuBox: Refining 3D Object Detection with Point Diffusion
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Learning Group Actions on Latent Representations
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
Human-level shape inferences: A benchmark for evaluating the 3D understanding of vision models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
MOTI$\mathcal{V}\mathcal{E}$: A Drug-Target Interaction Graph For Inductive Link Prediction
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Needle In A Multimodal Haystack
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
A Taxonomy of Challenges to Curating Fair Datasets
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Capturing the denoising effect of PCA via compression ratio
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Maia-2: A Unified Model for Human-AI Alignment in Chess
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
Generalizable Person Re-identification via Balancing Alignment and Uniformity
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Gradient-Variation Online Learning under Generalized Smoothness
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
A General Protocol to Probe Large Vision Models for 3D Physical Understanding
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Bayesian-guided Label Mapping for Visual Reprogramming
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
QUEEN: QUantized Efficient ENcoding for Streaming Free-viewpoint Videos
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
Are Multiple Instance Learning Algorithms Learnable for Instances?
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
FactorSim: Generative Simulation via Factorized Representation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
Estimating the Hallucination Rate of Generative AI
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Preference Alignment with Flow Matching
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Truth is Universal: Robust Detection of Lies in LLMs
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Multi-Object Hallucination in Vision Language Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Learning to be Smooth: An End-to-End Differentiable Particle Smoother
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Understanding Bias in Large-Scale Visual Datasets
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Deep Learning for Computing Convergence Rates of Markov Chains
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
Can Large Language Model Agents Simulate Human Trust Behavior?
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
UNIT: Unifying Image and Text Recognition in One Vision Encoder
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
EigenVI: score-based variational inference with orthogonal function expansions
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Score-based generative models are provably robust: an uncertainty quantification perspective
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Provable Posterior Sampling with Denoising Oracles via Tilted Transport
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
Diffusion Models With Learned Adaptive Noise
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
CosAE: Learnable Fourier Series for Image Restoration
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Improving Alignment and Robustness with Circuit Breakers
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
You Only Cache Once: Decoder-Decoder Architectures for Language Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Towards Understanding Extrapolation: a Causal Lens
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
SA3DIP: Segment Any 3D Instance with Potential 3D Priors
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Chain-of-Thought Reasoning Without Prompting
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Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Motion Forecasting in Continuous Driving
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
VFIMamba: Video Frame Interpolation with State Space Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
One-shot Federated Learning via Synthetic Distiller-Distillate Communication
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Why Go Full? Elevating Federated Learning Through Partial Network Updates
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Visual Prompt Tuning in Null Space for Continual Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
UQE: A Query Engine for Unstructured Databases
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Unsupervised Anomaly Detection in The Presence of Missing Values
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Spiking Neural Network as Adaptive Event Stream Slicer
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
Predicting Label Distribution from Ternary Labels
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
Vision Foundation Model Enables Generalizable Object Pose Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Robust Conformal Prediction Using Privileged Information
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
A distributional simplicity bias in the learning dynamics of transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Improving Decision Sparsity
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Mars: Situated Inductive Reasoning in an Open-World Environment
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Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Dynamic Rescaling for Training GNNs
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
PowerPM: Foundation Model for Power Systems
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Hamiltonian Score Matching and Generative Flows
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
Unravelling in Collaborative Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Principled Graph Transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
A Kernel Perspective on Distillation-based Collaborative Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
Beyond Accuracy: Tracking more like Human via Visual Search
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Optimal Classification under Performative Distribution Shift
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Scaling laws for learning with real and surrogate data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Understanding the Role of Equivariance in Self-supervised Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Harmonizing Stochasticity and Determinism: Scene-responsive Diverse Human Motion Prediction
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Breaking Semantic Artifacts for Generalized AI-generated Image Detection
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Abrupt Learning in Transformers: A Case Study on Matrix Completion
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Perplexity-aware Correction for Robust Alignment with Noisy Preferences
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Scaling Laws in Linear Regression: Compute, Parameters, and Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Interpretable Mesomorphic Networks for Tabular Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
Extending Multi-modal Contrastive Representations
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
Rule Based Rewards for Language Model Safety
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Localizing Memorization in SSL Vision Encoders
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
General bounds on the quality of Bayesian coresets
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Idiographic Personality Gaussian Process for Psychological Assessment
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
Latent Neural Operator for Solving Forward and Inverse PDE Problems
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Visual Data Diagnosis and Debiasing with Concept Graphs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
TAIA: Large Language Models are Out-of-Distribution Data Learners
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
A Full-duplex Speech Dialogue Scheme Based On Large Language Model
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Fine-grained Control of Generative Data Augmentation in IoT Sensing
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
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Poster]
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Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
OneBit: Towards Extremely Low-bit Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
MoEUT: Mixture-of-Experts Universal Transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
Discovering plasticity rules that organize and maintain neural circuits
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference
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Slides]
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Poster]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
MALT Powers Up Adversarial Attacks
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Large Spatial Model: End-to-end Unposed Images to Semantic 3D
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
StepbaQ: Stepping backward as Correction for Quantized Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Many-shot Jailbreaking
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
One-Shot Safety Alignment for Large Language Models via Optimal Dualization
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
Not so griddy: Internal representations of RNNs path integrating more than one agent
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Nuclear Norm Regularization for Deep Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
DINTR: Tracking via Diffusion-based Interpolation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Approximating the Top Eigenvector in Random Order Streams
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
An Information Theoretic Perspective on Conformal Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Road Network Representation Learning with the Third Law of Geography
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Quasi-Bayes meets Vines
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Metric Space Magnitude for Evaluating the Diversity of Latent Representations
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
Image Copy Detection for Diffusion Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
An engine not a camera: Measuring performative power of online search
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
$C^2M^3$: Cycle-Consistent Multi-Model Merging
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
Stochastic Concept Bottleneck Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Advection Augmented Convolutional Neural Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Functional Gradient Flows for Constrained Sampling
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Aligner: Efficient Alignment by Learning to Correct
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Shared Autonomy with IDA: Interventional Diffusion Assistance
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
UGC: Universal Graph Coarsening
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Non-Euclidean Mixture Model for Social Network Embedding
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Slides]
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Measuring Goal-Directedness
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Masked Pre-training Enables Universal Zero-shot Denoiser
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
BiDM: Pushing the Limit of Quantization for Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Optimal ablation for interpretability
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Compositional 3D-aware Video Generation with LLM Director
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
E-Motion: Future Motion Simulation via Event Sequence Diffusion
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Geodesic Optimization for Predictive Shift Adaptation on EEG data
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
On the Expressive Power of Tree-Structured Probabilistic Circuits
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Multi-LLM Debate: Framework, Principals, and Interventions
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
Graph Edit Distance with General Costs Using Neural Set Divergence
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Improved off-policy training of diffusion samplers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Learning Spatially-Aware Language and Audio Embeddings
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Reflective Multi-Agent Collaboration based on Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
Co-occurrence is not Factual Association in Language Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Dynamic 3D Gaussian Fields for Urban Areas
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Persistent Homology for High-dimensional Data Based on Spectral Methods
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Transferable Boltzmann Generators
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
On Divergence Measures for Training GFlowNets
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Geometric Analysis of Nonlinear Manifold Clustering
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Parallelizing Linear Transformers with the Delta Rule over Sequence Length
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
SelfCodeAlign: Self-Alignment for Code Generation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Generalizablity of Memorization Neural Network
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Referencing Where to Focus: Improving Visual Grounding with Referential Query
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Fractal Patterns May Illuminate the Success of Next-Token Prediction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A Generative Model of Symmetry Transformations
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Robust Fine-tuning of Zero-shot Models via Variance Reduction
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Smoothed Online Classification can be Harder than Batch Classification
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Rethinking Score Distillation as a Bridge Between Image Distributions
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Towards Understanding Evolving Patterns in Sequential Data
[
Slides]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
AutoSurvey: Large Language Models Can Automatically Write Surveys
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Learning 3D Garment Animation from Trajectories of A Piece of Cloth
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
A Siamese Transformer with Hierarchical Refinement for Lane Detection
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
Segment Any Change
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
Scalable Early Childhood Reading Performance Prediction
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Relating Hopfield Networks to Episodic Control
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
[
JMLR]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Generative Retrieval Meets Multi-Graded Relevance
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
Reliable Learning of Halfspaces under Gaussian Marginals
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Slicing Vision Transformer for Flexibile Inference
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Soft-Label Integration for Robust Toxicity Classification
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
LinNet: Linear Network for Efficient Point Cloud Representation Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
Historical Test-time Prompt Tuning for Vision Foundation Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Scalable Optimization in the Modular Norm
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Towards Stable Representations for Protein Interface Prediction
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
Generalization of Hamiltonian algorithms
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
Why Do We Need Weight Decay in Modern Deep Learning?
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
MAmmoTH2: Scaling Instructions from the Web
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
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