PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning

Computer Vision and Pattern Recognition (CVPR), 2023

10 April 2023

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Papers citing "PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning"

21 / 21 papers shown

Title
Mixtures of SubExperts for Large Language Continual Learning Haeyong Kang CLL KELM MoE 175 0 0 09 Nov 2025
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition Yao Zhang Souza Leite Clayton Yu Xiao VLM 196 0 0 04 Nov 2025
Incremental Human-Object Interaction Detection with Invariant Relation Representation Learning Yana Wei Zeen Chi Chongyu Wang Yu Wu Shipeng Yan Yongfei Liu Xuming He 116 0 0 30 Oct 2025
Adaptive Model Ensemble for Continual Learning Yuchuan Mao Zhi Gao Xiaomeng Fan Yuwei Wu Yunde Jia Chenchen Jing CLL KELM 88 0 0 24 Sep 2025
COLT: Enhancing Video Large Language Models with Continual Tool Usage Yuyang Liu Xinyuan Shi Xiaondan Liang KELM CLL 209 0 0 23 Sep 2025
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning Wei Li Hangjie Yuan Zixiang Zhao Yifan Zhu Aojun Lu Tao Feng Yanan Sun 132 1 0 26 Aug 2025
Multi-level Collaborative Distillation Meets Global Workspace Model: A Unified Framework for OCIL Shibin Su Guoqiang Liang De Cheng Shizhou Zhang Lingyan Ran Yanning Zhang CLL 104 0 0 12 Aug 2025
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways Kailin Jiang Yuntao Du Yukai Ding Yuchen Ren Ning Jiang Zhi Gao Zilong Zheng Lei Liu Bin Li Qing Li KELM 174 2 0 30 May 2025
Balanced Online Class-Incremental Learning via Dual Classifiers Shunjie Wen Thomas Heinis Dong-Wan Choi CLL 286 0 0 29 Apr 2025
From Offline to Online Memory-Free and Task-Free Continual Learning via Fine-Grained Hypergradients Nicolas Michel Maorong Wang Jiangpeng He Toshihiko Yamasaki CLL 188 0 0 26 Feb 2025
Soft-TransFormers for Continual Learning Haeyong Kang Chang D. Yoo CLL 352 0 0 25 Nov 2024
Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay Hossein Rezaei Mohammad Sabokrou CLL 192 1 0 09 Oct 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 246 0 0 17 Jul 2024
Consistent Prompting for Rehearsal-Free Continual LearningComputer Vision and Pattern Recognition (CVPR), 2024 Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 219 46 0 13 Mar 2024
Continual Learning: Forget-free Winning Subnetworks for Video Representations Haeyong Kang Jaehong Yoon Sung Ju Hwang Chang D. Yoo CLL 444 5 0 19 Dec 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Yew-Soon Ong CLL 364 0 0 26 Sep 2023
Rethinking Momentum Knowledge Distillation in Online Continual LearningInternational Conference on Machine Learning (ICML), 2023 Nicolas Michel Maorong Wang L. Xiao T. Yamasaki CLL 194 16 0 06 Sep 2023
A Comprehensive Empirical Evaluation on Online Continual Learning Albin Soutif--Cormerais Antonio Carta Andrea Cossu J. Hurtado Hamed Hemati Vincenzo Lomonaco Joost van de Weijer CLL 311 30 0 20 Aug 2023
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Nicolas Michel Giovanni Chierchia Romain Negrel J. Bercher 179 12 0 06 Jun 2023
A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Jinghua Zhang Tianpeng Liu Kai Gao Dewen Hu CLL MedIm 252 5 0 24 Apr 2023
Online Class-Incremental Learning For Real-World Food Image ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 S. Raghavan Jiangpeng He Fengqing Zhu CLL 227 20 0 12 Jan 2023