Online Prototype Learning for Online Continual Learning

1 August 2023

Papers citing "Online Prototype Learning for Online Continual Learning"

27 / 27 papers shown

Title
Inclusive Training Separation and Implicit Knowledge Interaction for Balanced Online Class-Incremental Learning Shunjie Wen Thomas Heinis Dong-Wan Choi CLL 44 0 0 29 Apr 2025
GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning Mingchuan Ma Yuhao Zhou Jindi Lv Yuxin Tian Dan Si Shujian Li Qing Ye Jiancheng Lv CLL 33 0 0 14 Apr 2025
Learning from Streaming Video with Orthogonal Gradients Tengda Han Dilara Gokay Joseph Heyward Chuhan Zhang Daniel Zoran Viorica Patraucean João Carreira Dima Damen Andrew Zisserman 40 0 0 02 Apr 2025
Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach Jiahao Qin Feng Liu Lu Zong Mamba 33 0 0 26 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Suchisrit Gangopadhyay Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 61 1 0 17 Mar 2025
$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 68 0 0 03 Feb 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 122 0 0 21 Jan 2025
Sustainable Self-evolution Adversarial Training Wenxuan Wang Chenglei Wang Huihui Qi Menghao Ye Xuelin Qian Peng Wang Yanning Zhang AAML 66 0 0 03 Dec 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 53 4 0 09 Oct 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Xinrui Wang Chuanxing Geng Wenhai Wan Shao-yuan Li Songcan Chen CLL 37 2 0 28 Sep 2024
Growing Deep Neural Network Considering with Similarity between Neurons Taigo Sakai Kazuhiro Hotta 30 0 0 23 Aug 2024
Constructing Enhanced Mutual Information for Online Class-Incremental Learning Huan Zhang Fan Lyu Shenghua Fan Yujin Zheng Dingwen Wang CLL 35 0 0 26 Jul 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 13 0 0 17 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 33 2 0 12 Jul 2024
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner Qiang Nie Weifu Fu Yuhuan Lin Jialin Li Yifeng Zhou Yong Liu Lei Zhu Chengjie Wang 24 0 0 05 Jun 2024
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning Depeng Li Tianqi Wang Junwei Chen Wei Dai Zhigang Zeng CLL 33 1 0 04 Jun 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 67 2 0 06 Apr 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Hongwei Yan Liyuan Wang Kaisheng Ma Yi Zhong CLL 35 3 0 30 Mar 2024
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption Huiping Zhuang Yuchen Liu Run He Kai Tong Ziqian Zeng Cen Chen Yi Wang Lap-Pui Chau CLL 28 1 0 23 Mar 2024
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Murat Onur Yildirim Elif Ceren Gok Yildirim D. Mocanu Joaquin Vanschoren CLL 29 0 0 13 Mar 2024
Label Delay in Online Continual Learning Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Philip H. S. Torr Adel Bibi CLL 32 0 0 01 Dec 2023
Improving Plasticity in Online Continual Learning via Collaborative Learning Maorong Wang Nicolas Michel Ling Xiao Toshihiko Yamasaki CLL 12 1 0 01 Dec 2023
Learning from One Continuous Video Stream João Carreira Michael King Viorica Patraucean Dilara Gokay Catalin Ionescu ... Joseph Heyward Carl Doersch Y. Aytar Dima Damen Andrew Zisserman CLL 16 4 0 01 Dec 2023
Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Shilin Zhang Jiahui Wang CLL 16 0 0 22 Nov 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Y. Ong CLL 25 0 0 26 Sep 2023
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 23 73 0 23 Sep 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 231 190 0 12 Jan 2021