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34 Results
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Poster
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Wed 17:00 |
On the Critical Role of Conventions in Adaptive Human-AI Collaboration Andy Shih · Arjun Sawhney · Jovana Kondic · Stefano Ermon · Dorsa Sadigh |
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Poster
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Thu 9:00 |
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning Rabeeh Karimi Mahabadi · Yonatan Belinkov · James Henderson |
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Poster
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Mon 9:00 |
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach · Maksym Andriushchenko · Dietrich Klakow |
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Poster
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Mon 1:00 |
Scalable Transfer Learning with Expert Models Joan Puigcerver i Perez · Carlos Riquelme · Basil Mustafa · Cedric Renggli · André Susano Pinto · Sylvain Gelly · Daniel Keysers · Neil Houlsby |
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Poster
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Thu 9:00 |
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Umesh Saunshi · Sadhika Malladi · Sanjeev Arora |
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Poster
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Mon 17:00 |
Self-training For Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo · Bharath Hariharan |
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Workshop
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Fri 7:06 |
Poster Spotlight "Width transfer: on the (in)variance of width optimization" Ting-Wu Chin |
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Workshop
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Fri 6:14 |
Density Approximation in Deep Generative Models with Kernel Transfer Operators Zhichun Huang |
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Workshop
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Fast Inference and Transfer of Compositional Task Structure for Few-shot Task Generalization Sungryull Sohn · Hyunjae Woo · Jongwook Choi · Izzeddin Gur · Aleksandra Faust · Honglak Lee |
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Poster
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Mon 9:00 |
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Benjamin Eysenbach · Shreyas Chaudhari · Swapnil Asawa · Sergey Levine · Ruslan Salakhutdinov |