Simpler is Better: off-the-shelf Continual Learning Through Pretrained
Backbones

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Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones

3 May 2022

Francesco Pelosin

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Papers citing "Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones"

8 / 8 papers shown

Title
Sparse Orthogonal Parameters Tuning for Continual Learning Kun-Peng Ning Hai-Jian Ke Yu-Yang Liu Jia-Yu Yao Yong-Hong Tian Li Yuan CLL 89 1 0 05 Nov 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 74 3 0 19 Jun 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 117 11 0 27 Mar 2024
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad Anton Van Den Hengel VLM DiffM 121 3 0 12 Mar 2024
Chunking: Continual Learning is not just about Distribution Shift Thomas L. Lee Amos Storkey 76 1 0 03 Oct 2023
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Grégoire Petit Michael Soumm Eva Feillet Adrian Daniel Popescu Bertrand Delezoide David Picard C´eline Hudelot CLL 89 8 0 22 Aug 2023
RanPAC: Random Projections and Pre-trained Models for Continual Learning Mark D Mcdonnell Dong Gong Amin Parvaneh Ehsan Abbasnejad Anton Van Den Hengel VLM CLL 120 112 0 05 Jul 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 236 712 0 31 Jan 2023