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Online Prototype Learning for Online Continual Learning

Online Prototype Learning for Online Continual Learning

1 August 2023
Yujie Wei
Jiaxin Ye
Zhizhong Huang
Junping Zhang
Hongming Shan
    CLL
    OnRL
ArXivPDFHTML

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
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
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
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
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
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 2nd\mathbf{2^{nd}}2nd 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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