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Workshop
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Behavioral Engagement and Manifold Representation in the Hippocampus: Evidence from the Mutual Information of Population Encoding and Location
Shagesh Sridharan · Anirvan Sengupta
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Workshop
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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
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Poster
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DARE: Disentanglement-Augmented Rationale Extraction
Linan Yue · Qi Liu · Yichao Du · Yanqing An · Li Wang · Enhong Chen
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Workshop
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Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
Kenzo Clauw · Daniele Marinazzo · Sebastiano Stramaglia
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Poster
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Efficient Knowledge Distillation from Model Checkpoints
Chaofei Wang · Qisen Yang · Rui Huang · Shiji Song · Gao Huang
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Poster
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Thu 14:00
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First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
Siddharth Reddy · Sergey Levine · Anca Dragan
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Poster
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Scalable Infomin Learning
Yanzhi Chen · weihao sun · Yingzhen Li · Adrian Weller
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Poster
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Tue 14:00
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Alignment-guided Temporal Attention for Video Action Recognition
Yizhou Zhao · Zhenyang Li · Xun Guo · Yan Lu
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Poster
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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
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Poster
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Thu 9:00
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k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
Ziv Goldfeld · Kristjan Greenewald · Theshani Nuradha · Galen Reeves
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Poster
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On Leave-One-Out Conditional Mutual Information For Generalization
Mohamad Rida Rammal · Alessandro Achille · Aditya Golatkar · Suhas Diggavi · Stefano Soatto
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Poster
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Tue 14:00
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Information-Theoretic GAN Compression with Variational Energy-based Model
Minsoo Kang · Hyewon Yoo · Eunhee Kang · Sehwan Ki · Hyong Euk Lee · Bohyung Han
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