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2008.01510
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Online Continual Learning under Extreme Memory Constraints
4 August 2020
Enrico Fini
Stéphane Lathuilière
E. Sangineto
Moin Nabi
Elisa Ricci
CLL
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Papers citing
"Online Continual Learning under Extreme Memory Constraints"
43 / 43 papers shown
Rehearsal-free and Task-free Online Continual Learning With Contrastive Prompt
Aopeng Wang
Ke Deng
Yongli Ren
Jun Luo
CLL
185
0
0
01 Oct 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning
Neural Networks (NN), 2025
Leila Mahmoodi
Peyman Moghadam
Munawar Hayat
Christian Simon
Mehrtash Harandi
CLL
VLM
AI4CE
346
4
0
31 May 2025
Onboard Optimization and Learning: A Survey
Monirul Islam Pavel
Siyi Hu
Mahardhika Pratama
Ryszard Kowalczyk
435
2
0
07 May 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
Computer Vision and Pattern Recognition (CVPR), 2025
Yuhao Zhou
Yuxin Tian
Jindi Lv
Mingjia Shi
Yuanxi Li
Qing Ye
Shuhao Zhang
Jiancheng Lv
CLL
338
3
0
15 Mar 2025
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning
Cameron Taylor
Vassilis Vassiliades
C. Dovrolis
CLL
404
1
0
24 Sep 2024
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling
Bo Yuan
Danpei Zhao
Z. Shi
VLM
CLL
289
13
0
22 Jul 2024
Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching
Yichen Li
Wenchao Xu
Haozhao Wang
Ruixuan Li
Tianzhe Xiao
Jingcai Guo
CLL
314
31
0
06 Jul 2024
Few-shot Online Anomaly Detection and Segmentation
Shenxing Wei
Xing Wei
Zhiheng Ma
Songlin Dong
Shaochen Zhang
Yihong Gong
386
18
0
27 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
Neural Information Processing Systems (NeurIPS), 2024
Yanlai Yang
Matt Jones
Michael C. Mozer
Mengye Ren
302
4
0
14 Mar 2024
Source-Guided Similarity Preservation for Online Person Re-Identification
Hamza Rami
Jhony H. Giraldo
Nicolas Winckler
Stéphane Lathuilière
CLL
278
5
0
23 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Yan Shen
Zhanghexuan Ji
Chunwei Ma
Mingchen Gao
TTA
372
3
0
05 Feb 2024
Label Delay in Online Continual Learning
Neural Information Processing Systems (NeurIPS), 2023
Botos Csaba
Wenxuan Zhang
Matthias Muller
Ser-Nam Lim
Mohamed Elhoseiny
Juil Sock
Adel Bibi
CLL
248
3
0
01 Dec 2023
Continual Contrastive Spoken Language Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Umberto Cappellazzo
Enrico Fini
Muqiao Yang
Daniele Falavigna
Alessio Brutti
Bhiksha Raj
CLL
402
1
0
04 Oct 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Danpei Zhao
Bo Yuan
Z. Shi
VLM
CLL
300
23
0
27 Sep 2023
Online Continual Learning on Hierarchical Label Expansion
IEEE International Conference on Computer Vision (ICCV), 2023
Byung Hyun Lee
Ok-Cheol Jung
Jonghyun Choi
S. Chun
CLL
232
12
0
28 Aug 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers
Thomas De Min
Goran Frehse
Alahari Karteek
Xavier Alameda-Pineda
Elisa Ricci
CLL
184
15
0
18 Aug 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhenyi Wang
Enneng Yang
Li Shen
Heng-Chiao Huang
KELM
MU
343
99
0
16 Jul 2023
Continual Learning as Computationally Constrained Reinforcement Learning
Saurabh Kumar
Henrik Marklund
Anand Srinivasa Rao
Yifan Zhu
Hong Jun Jeon
Yueyang Liu
Benjamin Van Roy
CLL
464
39
0
10 Jul 2023
Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification
Journal of Real-Time Image Processing (JRIP), 2023
Christopher Neff
Armin Danesh Pazho
Hamed Tabkhi
222
1
0
06 Jun 2023
Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement
AAAI Conference on Artificial Intelligence (AAAI), 2023
Fushuo Huo
Wenchao Xu
Jingcai Guo
Yining Qi
Yunfeng Fan
Song Guo
CLL
509
25
0
20 Mar 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Songlin Dong
Haoyu Luo
Yuhang He
Xing Wei
Yihong Gong
KELM
CLL
473
10
0
26 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELM
CLL
947
1,250
0
31 Jan 2023
A soft nearest-neighbor framework for continual semi-supervised learning
IEEE International Conference on Computer Vision (ICCV), 2022
Zhiqi Kang
Enrico Fini
Moin Nabi
Elisa Ricci
Alahari Karteek
SSL
BDL
CLL
378
23
0
09 Dec 2022
Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning
Jaehoon Oh
Se-Young Yun
CLL
183
0
0
18 Jun 2022
Label-Efficient Online Continual Object Detection in Streaming Video
IEEE International Conference on Computer Vision (ICCV), 2022
Jay Zhangjie Wu
David Junhao Zhang
Wynne Hsu
Mengmi Zhang
Mike Zheng Shou
CLL
257
22
0
01 Jun 2022
Continual evaluation for lifelong learning: Identifying the stability gap
International Conference on Learning Representations (ICLR), 2022
Matthias De Lange
Gido M. van de Ven
Tinne Tuytelaars
CLL
447
54
0
26 May 2022
Online Unsupervised Domain Adaptation for Person Re-identification
Hamza Rami
Matthieu Ospici
Stéphane Lathuilière
OOD
228
17
0
09 May 2022
Modeling Missing Annotations for Incremental Learning in Object Detection
Fabio Cermelli
Antonino Geraci
Dario Fontanel
Barbara Caputo
CLL
304
38
0
19 Apr 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Guanglei Yang
Enrico Fini
Dan Xu
Paolo Rota
Mingli Ding
Moin Nabi
Xavier Alameda-Pineda
Elisa Ricci
CLL
335
85
0
26 Mar 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2022
Guanglei Yang
Enrico Fini
Dan Xu
Paolo Rota
Mingli Ding
Hao Tang
Xavier Alameda-Pineda
Elisa Ricci
CLL
258
36
0
01 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Fabio Cermelli
Goran Frehse
Samuel Rota Buló
Elisa Ricci
Barbara Caputo
CLL
259
11
0
31 Jan 2022
Self-Supervised Models are Continual Learners
Enrico Fini
Victor G. Turrisi da Costa
Xavier Alameda-Pineda
Elisa Ricci
Alahari Karteek
Julien Mairal
BDL
CLL
SSL
378
218
0
08 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels
Fabio Cermelli
Dario Fontanel
A. Tavera
Marco Ciccone
Barbara Caputo
VLM
CLL
271
66
0
03 Dec 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay
C. Kim
Jinseo Jeong
Sang-chul Moon
Gunhee Kim
CLL
311
52
0
14 Oct 2021
Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning
Soobee Lee
Minindu Weerakoon
Jonghyun Choi
Minjia Zhang
Di Wang
Myeongjae Jeon
180
2
0
14 Oct 2021
Formalizing the Generalization-Forgetting Trade-off in Continual Learning
Krishnan Raghavan
Dali Wang
CLL
323
41
0
28 Sep 2021
Recent Advances of Continual Learning in Computer Vision: An Overview
IET Computer Vision (ICV), 2021
Haoxuan Qu
Hossein Rahmani
Kepeng Xu
Bryan M. Williams
Jun Liu
VLM
CLL
625
103
0
23 Sep 2021
Wanderlust: Online Continual Object Detection in the Real World
IEEE International Conference on Computer Vision (ICCV), 2021
Jianren Wang
Xin Wang
Shang-Guan Yue
Abhinav Gupta
301
74
0
25 Aug 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Weizhen He
Dapeng Chen
Jinguo Zhu
Shijie Yu
Wanli Ouyang
CLL
254
88
0
17 May 2021
Rainbow Memory: Continual Learning with a Memory of Diverse Samples
Computer Vision and Pattern Recognition (CVPR), 2021
Jihwan Bang
Heesu Kim
Y. Yoo
Jung-Woo Ha
Jonghyun Choi
CLL
365
447
0
31 Mar 2021
Towards Continual, Online, Self-Supervised Depth
Muhammad Umar Karim Khan
TTA
CLL
490
2
0
28 Feb 2021
Online Continual Learning in Image Classification: An Empirical Survey
Neurocomputing (Neurocomputing), 2021
Zheda Mai
Ruiwen Li
Jihwan Jeong
David Quispe
Hyunwoo J. Kim
Scott Sanner
VLM
CLL
663
499
0
25 Jan 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning
Riccardo Volpi
Diane Larlus
Grégory Rogez
VLM
OOD
CLL
342
88
0
08 Dec 2020
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