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Poster
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Wed 11:00
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To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
Xiao Liu · Muyang Lyu · Cong Yu · Si Wu
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Poster
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Thu 16:30
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Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
Lixu Wang · Xinyu Du · Qi Zhu
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Poster
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Thu 11:00
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Learning Low-Rank Feature for Thorax Disease Classification
Yancheng Wang · Rajeev Goel · Utkarsh Nath · Alvin Silva · Teresa Wu · Yingzhen Yang
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Poster
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Fri 11:00
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On the Efficiency of ERM in Feature Learning
Ayoub El Hanchi · Chris Maddison · Murat Erdogdu
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Poster
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Wed 16:30
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Personalized Federated Learning via Feature Distribution Adaptation
Connor Mclaughlin · Lili Su
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Poster
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Thu 16:30
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Distributional Successor Features Enable Zero-Shot Policy Optimization
Chuning Zhu · Xinqi Wang · Tyler Han · Simon Du · Abhishek Gupta
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Workshop
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Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data
Binghui Li · Yuanzhi Li
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Poster
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Fri 11:00
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On Feature Learning in Structured State Space Models
Leena Chennuru Vankadara · Jin Xu · Moritz Haas · Volkan Cevher
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Poster
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Thu 11:00
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Dimension-free deterministic equivalents and scaling laws for random feature regression
Leonardo Defilippis · Bruno Loureiro · Theodor Misiakiewicz
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Workshop
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Sun 11:30
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Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning, Misha Belkin
Misha Belkin
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Poster
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Thu 16:30
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ProxyFusion: Face Feature Aggregation Through Sparse Experts
Bhavin Jawade · Alexander Stone · Deen Dayal Mohan · Xiao Wang · Srirangaraj Setlur · Venu Govindaraju
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Poster
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Wed 16:30
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Provable Benefit of Cutout and CutMix for Feature Learning
Junsoo Oh · Chulhee Yun
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