Search All 2022 Events
 

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Poster
Wed 9:00 ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
Poster
Thu 9:00 Measures of Information Reflect Memorization Patterns
Rachit Bansal · Danish Pruthi · Yonatan Belinkov
Workshop
Behavioral Engagement and Manifold Representation in the Hippocampus: Evidence from the Mutual Information of Population Encoding and Location
Shagesh Sridharan · Anirvan Sengupta
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
Thu 14:00 First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy · Sergey Levine · Anca Dragan
Poster
Efficient Knowledge Distillation from Model Checkpoints
Chaofei Wang · Qisen Yang · Rui Huang · Shiji Song · Gao Huang
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
On Leave-One-Out Conditional Mutual Information For Generalization
Mohamad Rida Rammal · Alessandro Achille · Aditya Golatkar · Suhas Diggavi · Stefano Soatto