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Workshop
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On the Diminishing Returns of Width for Continual Learning
Etash Guha · Vihan Lakshman
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Poster
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Wed 7:30
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Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
Mohamed Elsayed · A. Rupam Mahmood
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Poster
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Wed 7:30
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Impact of Computation in Integral Reinforcement Learning for Continuous-Time Control
Wenhan Cao · Wei Pan
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Poster
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Fri 1:45
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Continual Learning in the Presence of Spurious Correlations: Analyses and a Simple Baseline
Donggyu Lee · Sangwon Jung · Taesup Moon
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Poster
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Tue 1:45
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Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models
Zijun Wu · Yongkang Wu · Lili Mou
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Poster
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Tue 1:45
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Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer
Xingyu Liu · Deepak Pathak · DING ZHAO
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Poster
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Tue 1:45
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Doubly Robust Proximal Causal Learning for Continuous Treatments
Yong Wu · Yanwei Fu · Shouyan Wang · Xinwei Sun
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Poster
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Thu 7:30
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ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
Hwanwoo Kim · Xin Zhang · Jiwei Zhao · Qinglong Tian · Qinglong Tian
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Workshop
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LEAGUE++: EMPOWERING CONTINUAL ROBOT LEARNING THROUGH GUIDED SKILL ACQUISITION WITH LARGE LANGUAGE MODELS
Zhaoyi Li · Kelin Yu · Shuo Cheng · Danfei Xu
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Poster
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Fri 1:45
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Online Continual Learning for Interactive Instruction Following Agents
Byeonghwi Kim · Minhyuk Seo · Jonghyun Choi
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Poster
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Tue 1:45
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A Probabilistic Framework for Modular Continual Learning
Lazar Valkov · Akash Srivastava · Swarat Chaudhuri · Charles Sutton
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Poster
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Wed 7:30
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TD-MPC2: Scalable, Robust World Models for Continuous Control
Nicklas Hansen · Hao Su · Xiaolong Wang
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