Layerwise Proximal Replay: A Proximal Point Method for Online Continual
Learning

Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning

14 February 2024

Papers citing "Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning"

9 / 9 papers shown

Title
$Online Curvature-Aware Replay: Leveraging $\mathbf{2^{nd}}$ Order Information for Online Continual Learning$ Online Curvature-Aware Replay: Leveraging $\mathbf{2^{nd}}$ Order Information for Online Continual Learning Edoardo Urettini Antonio Carta 65 0 0 03 Feb 2025
Towards Robust Incremental Learning under Ambiguous Supervision Rui Wang Mingxuan Xia Chang Yao Lei Feng Junbo Zhao Gang Chen Haobo Wang CLL 51 0 0 23 Jan 2025
Region-Based Optimization in Continual Learning for Audio Deepfake Detection Yujie Chen Jiangyan Yi Cunhang Fan J. Tao Yong Ren ... Hao Gu Jun Xue Chenglong Wang Zhao Lv Xiaohui Zhang 70 0 0 16 Dec 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 27 6 0 16 Mar 2024
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How Timm Hess Tinne Tuytelaars Gido M. van de Ven 31 7 0 08 Nov 2023
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Yaqian Zhang Bernhard Pfahringer E. Frank Albert Bifet N. Lim Yunzhe Jia CLL 96 40 0 28 Sep 2022
Continual evaluation for lifelong learning: Identifying the stability gap Matthias De Lange Gido M. van de Ven Tinne Tuytelaars CLL 83 40 0 26 May 2022
TRGP: Trust Region Gradient Projection for Continual Learning Sen Lin Li Yang Deliang Fan Junshan Zhang CLL 76 72 0 07 Feb 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 126 91 0 17 Jan 2022