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Workshop
MetaDTA: Meta-learning-based drug-target binding affinity prediction
Eunjoo Lee · Jiho Yoo · Huisun Lee · Seunghoon Hong
Poster
Tue 10:30 Meta-Learning with Fewer Tasks through Task Interpolation
Huaxiu Yao · Linjun Zhang · Chelsea Finn
Spotlight
Wed 10:30 DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization
Aviral Kumar · Rishabh Agarwal · Tengyu Ma · Aaron Courville · George Tucker · Sergey Levine
Poster
Tue 18:30 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative
Lucio Dery · Paul Michel · Ameet Talwalkar · Graham Neubig
Poster
Mon 10:30 Fast Model Editing at Scale
Eric Mitchell · Charles Lin · Antoine Bosselut · Chelsea Finn · Christopher Manning
Poster
Mon 18:30 Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities
Jianda Chen · Sinno Pan
Poster
Tue 18:30 Skill-based Meta-Reinforcement Learning
Taewook Nam · Shao-Hua Sun · Karl Pertsch · Sung Ju Hwang · Joseph Lim
Poster
Wed 10:30 Practical Conditional Neural Process Via Tractable Dependent Predictions
Stratis Markou · James Requeima · Wessel Bruinsma · Anna Vaughan · Richard E Turner
Poster
Thu 18:30 Provable Learning-based Algorithm For Sparse Recovery
Xinshi Chen · Haoran Sun · Le Song
Poster
Thu 2:30 Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Yingtian Zou · Fusheng Liu · Qianxiao Li
Poster
Thu 18:30 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
Lingjie Mei · Jiayuan Mao · Ziqi Wang · Chuang Gan · Joshua B Tenenbaum
Poster
Wed 10:30 Hindsight Foresight Relabeling for Meta-Reinforcement Learning
Michael Wan · Jian Peng · Tanmay Gangwani