Workshop

Workshop

TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information
Suraj Kothawade · Saikat Ghosh · Sumit Shekhar · Yu Xiang · Rishabh Iyer

Poster

DARE: Disentanglement-Augmented Rationale Extraction
Linan Yue · Qi Liu · Yichao Du · Yanqing An · Li Wang · Enhong Chen

Poster

Efficient Knowledge Distillation from Model Checkpoints
Chaofei Wang · Qisen Yang · Rui Huang · Shiji Song · Gao Huang

Poster

Thu 14:00

First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy · Sergey Levine · Anca Dragan

Workshop

Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
Kenzo Clauw · Daniele Marinazzo · Sebastiano Stramaglia

Poster

Scalable Infomin Learning
Yanzhi Chen · weihao sun · Yingzhen Li · Adrian Weller

Poster

VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?
Jiawei Jiang · Lukas Burkhalter · Fangcheng Fu · Bolin Ding · Bo Du · Anwar Hithnawi · Bo Li · Ce Zhang

Poster

Tue 14:00

Alignment-guided Temporal Attention for Video Action Recognition
Yizhou Zhao · Zhenyang Li · Xun Guo · Yan Lu

Poster

Thu 9:00

$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
Ziv Goldfeld · Kristjan Greenewald · Theshani Nuradha · Galen Reeves

Poster

On Leave-One-Out Conditional Mutual Information For Generalization
Mohamad Rida Rammal · Alessandro Achille · Aditya Golatkar · Suhas Diggavi · Stefano Soatto

Poster

Tue 14:00

Information-Theoretic GAN Compression with Variational Energy-based Model
Minsoo Kang · Hyewon Yoo · Eunhee Kang · Sehwan Ki · Hyong Euk Lee · Bohyung Han