25 citations · 136 across the 19 of their papers we have counts for
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cs.LG2022★ 3 cited
Building a Subspace of Policies for Scalable Continual Learning
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia +3
The ability to continuously acquire new knowledge and skills is crucial for autonomous agents. Existing methods are typically based on either fixed-size models that struggle to lea…
cs.LG2022★ 3 cited
Continual Learning Beyond a Single Model
Thang Doan, Seyed Iman Mirzadeh, Mehrdad Farajtabar
A growing body of research in continual learning focuses on the catastrophic forgetting problem. While many attempts have been made to alleviate this problem, the majority of the m…