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Poster
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Tue 9:00
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Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics
Vinay Ramasesh · Ethan Dyer · Maithra Raghu
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Poster
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Wed 17:00
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Wandering within a world: Online contextualized few-shot learning
Mengye Ren · Michael L Iuzzolino · Michael Mozer · Richard Zemel
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Poster
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Mon 9:00
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Gradient Projection Memory for Continual Learning
Gobinda Saha · Isha Garg · Kaushik Roy
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Oral
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Mon 11:15
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Gradient Projection Memory for Continual Learning
Gobinda Saha · Isha Garg · Kaushik Roy
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Poster
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Wed 17:00
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CPR: Classifier-Projection Regularization for Continual Learning
Sungmin Cha · Hsiang Hsu · Taebaek Hwang · Flavio Calmon · Taesup Moon
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Oral
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Thu 11:00
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VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Lizhen Nie · Mao Ye · Qiang Liu · Dan Nicolae
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Poster
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Thu 9:00
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VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Lizhen Nie · Mao Ye · Qiang Liu · Dan Nicolae
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Poster
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Wed 1:00
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Efficient Continual Learning with Modular Networks and Task-Driven Priors
Tom Veniat · Ludovic Denoyer · Marc'Aurelio Ranzato
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Poster
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Thu 1:00
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Learning continuous-time PDEs from sparse data with graph neural networks
Valerii Iakovlev · Markus Heinonen · Harri Lähdesmäki
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Poster
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Mon 1:00
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Batch Reinforcement Learning Through Continuation Method
Yijie Guo · Shengyu Feng · Nicolas Le Roux · Ed H. Chi · Honglak Lee · Minmin Chen
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Poster
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Mon 17:00
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Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell
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Spotlight
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Wed 21:25
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Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell
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