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27 Results
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Poster
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Mon 9:00 |
Rethinking Embedding Coupling in Pre-trained Language Models Hyung Won Chung · Thibault Fevry · Henry Tsai · Melvin Johnson · Sebastian Ruder |
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Poster
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Mon 17:00 |
Latent Skill Planning for Exploration and Transfer Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti |
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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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Tue 1:00 |
Generalization in data-driven models of primary visual cortex Konstantin-Klemens Lurz · Mohammad Bashiri · Konstantin Willeke · Akshay Jagadish · Eric Wang · Edgar Walker · Santiago Cadena · Taliah Muhammad · Erick M Cobos · Andreas Tolias · Alexander S Ecker · Fabian Sinz |
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Spotlight
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Mon 3:40 |
Generalization in data-driven models of primary visual cortex Konstantin-Klemens Lurz · Mohammad Bashiri · Konstantin Willeke · Akshay Jagadish · Eric Wang · Edgar Walker · Santiago Cadena · Taliah Muhammad · Erick M Cobos · Andreas Tolias · Alexander S Ecker · Fabian Sinz |
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Poster
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Thu 9:00 |
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault · Amine EL hattami · Chris J Pal |
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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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Spotlight
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Mon 3:30 |
Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach Malik Tiomoko · Hafiz Tiomoko Ali · Romain Couillet |
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Poster
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Mon 1:00 |
Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach Malik Tiomoko · Hafiz Tiomoko Ali · Romain Couillet |
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Poster
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Wed 9:00 |
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang · Tarun Gupta · Anuj Mahajan · Bei Peng · Shimon Whiteson · Chongjie Zhang |
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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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Thu 1:00 |
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning Ossama Ahmed · Frederik Träuble · Anirudh Goyal · Alexander Neitz · Manuel Wuthrich · Yoshua Bengio · Bernhard Schoelkopf · Stefan Bauer |