Provable Lifelong Learning of Representations

27 October 2021

Papers citing "Provable Lifelong Learning of Representations"

11 / 11 papers shown

Title
Action Flow Matching for Continual Robot Learning Alejandro Murillo-Gonzalez Lantao Liu CLL 32 0 0 25 Apr 2025
A Statistical Theory of Regularization-Based Continual Learning Xuyang Zhao Huiyuan Wang Weiran Huang Wei Lin 19 12 0 10 Jun 2024
Last Iterate Convergence of Incremental Methods and Applications in Continual Learning Xu Cai Jelena Diakonikolas 23 5 0 11 Mar 2024
The Ideal Continual Learner: An Agent That Never Forgets Liangzu Peng Paris V. Giampouras René Vidal CLL 106 26 0 29 Apr 2023
Theory on Forgetting and Generalization of Continual Learning Sen Lin Peizhong Ju Yitao Liang Ness B. Shroff CLL 21 40 0 12 Feb 2023
Continual Learning by Modeling Intra-Class Variation L. Yu Tianyang Hu Lanqing Hong Zhen Liu Adrian Weller Weiyang Liu CLL 30 11 0 11 Oct 2022
Memory Bounds for Continual Learning Xi Chen Christos H. Papadimitriou Binghui Peng CLL LRM 12 20 0 22 Apr 2022
Nearly Minimax Algorithms for Linear Bandits with Shared Representation Jiaqi Yang Qi Lei Jason D. Lee S. Du 16 13 0 29 Mar 2022
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions Binghui Peng Andrej Risteski CLL OOD 12 10 0 27 Mar 2022
The Advantage of Conditional Meta-Learning for Biased Regularization and Fine-Tuning Giulia Denevi Massimiliano Pontil C. Ciliberto 29 35 0 25 Aug 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017