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2103.16788
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DER: Dynamically Expandable Representation for Class Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2021
31 March 2021
Shipeng Yan
Jiangwei Xie
Xuming He
CLL
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Papers citing
"DER: Dynamically Expandable Representation for Class Incremental Learning"
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Exploring Data Geometry for Continual Learning
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163
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266
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On the Stability-Plasticity Dilemma of Class-Incremental Learning
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224
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Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
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Yifan Zhao
Yujun Shi
Peixi Peng
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Yonghong Tian
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237
102
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Mole Recruitment: Poisoning of Image Classifiers via Selective Batch Sampling
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Tejas Gokhale
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Yezhou Yang
148
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How Efficient Are Today's Continual Learning Algorithms?
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Jhair Gallardo
Tyler L. Hayes
Christopher Kanan
265
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29 Mar 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection
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Qiao Gu
Dongsub Shim
Florian Shkurti
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KELM
243
17
0
26 Mar 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Zilin Luo
Yaoyao Liu
Bernt Schiele
Qianru Sun
VLM
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327
65
0
24 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts
Zhiheng Ma
Xiaopeng Hong
Beinan Liu
Yabin Wang
Pinyue Guo
Huiyun Li
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223
3
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24 Mar 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images
AAAI Conference on Artificial Intelligence (AAAI), 2023
Evelyn Chee
Yang Deng
Wynne Hsu
CLL
126
12
0
24 Mar 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning
IEEE International Conference on Computer Vision (ICCV), 2023
A. Panos
Yuriko Kobe
Daniel Olmeda Reino
Rahaf Aljundi
Richard Turner
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540
52
0
23 Mar 2023
Dense Network Expansion for Class Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Zhiyuan Hu
Yunsheng Li
J. Lyu
Dashan Gao
Nuno Vasconcelos
CLL
257
65
0
22 Mar 2023
Computationally Budgeted Continual Learning: What Does Matter?
Computer Vision and Pattern Recognition (CVPR), 2023
Christian Schroeder de Witt
Hasan Hammoud
P. Dokania
Juil Sock
Ser-Nam Lim
Guohao Li
Adel Bibi
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167
78
0
20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep
Md Yousuf Harun
Jhair Gallardo
Tyler L. Hayes
Ronald Kemker
Christopher Kanan
CLL
402
26
0
19 Mar 2023
Partial Network Cloning
Computer Vision and Pattern Recognition (CVPR), 2023
Jingwen Ye
Songhua Liu
Xinchao Wang
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215
16
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19 Mar 2023
Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Sang-Ho Kim
Lorenzo Noci
Antonio Orvieto
Thomas Hofmann
CLL
171
57
0
16 Mar 2023
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zhuowei Li
Long Zhao
Zizhao Zhang
Han Zhang
Diya Liu
Ting Liu
Dimitris N. Metaxas
CLL
VLM
273
33
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16 Mar 2023
ICICLE: Interpretable Class Incremental Continual Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Dawid Rymarczyk
Joost van de Weijer
Bartosz Zieliñski
Bartlomiej Twardowski
CLL
294
31
0
14 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
International Journal of Computer Vision (IJCV), 2023
Da-Wei Zhou
Han-Jia Ye
De-Chuan Zhan
Ziwei Liu
CLL
235
168
0
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PromptFusion: Decoupling Stability and Plasticity for Continual Learning
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Haoran Chen
Zuxuan Wu
Xintong Han
Menglin Jia
Yu-Gang Jiang
CLL
329
21
0
13 Mar 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
IEEE International Conference on Computer Vision (ICCV), 2023
Zangwei Zheng
Mingyu Ma
Kai Wang
Ziheng Qin
Xiangyu Yue
Yang You
CLL
VLM
424
107
0
12 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
369
11
0
26 Feb 2023
Detachedly Learn a Classifier for Class-Incremental Learning
Ziheng Li
Shibo Jie
Zhi-Hong Deng
CLL
SSL
153
0
0
23 Feb 2023
No One Left Behind: Real-World Federated Class-Incremental Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jiahua Dong
Hongliu Li
Yang Cong
Gan Sun
Yulun Zhang
Dengxin Dai
FedML
CLL
390
72
0
02 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application
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Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELM
CLL
787
1,104
0
31 Jan 2023
Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning
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Linfeng Xu
Qingbo Wu
Lili Pan
Fanman Meng
Hongliang Li
Chiyuan He
Hanxin Wang
Shaoxu Cheng
Yunshu Dai
EgoV
HAI
165
39
0
26 Jan 2023
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning
ACM Cloud and Autonomic Computing Conference (CAC), 2023
Kanghao Chen
Sijia Liu
Ruixuan Wang
Weishi Zheng
KELM
CLL
108
0
0
18 Jan 2023
Online Hyperparameter Optimization for Class-Incremental Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yaoyao Liu
Yingying Li
Bernt Schiele
Qianru Sun
CLL
231
43
0
11 Jan 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning
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Bin Huang
Zhineng Chen
Peng Zhou
Jiayin Chen
Zuxuan Wu
CLL
171
26
0
29 Dec 2022
A Unified Object Counting Network with Object Occupation Prior
Shengqin Jiang
Qing Wang
Fengna Cheng
Yuankai Qi
Qingshan Liu
389
8
0
29 Dec 2022
Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Chunlin Yu
Ye-ling Shi
Zimo Liu
Shenghua Gao
Jingya Wang
KELM
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261
49
0
29 Nov 2022
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yabin Wang
Zhiheng Ma
Zhiwu Huang
Yaowei Wang
Zhou Su
Xiaopeng Hong
200
61
0
29 Nov 2022
Progressive Learning without Forgetting
Tao Feng
Hangjie Yuan
Mang Wang
Ziyuan Huang
Ang Bian
Jianzhou Zhang
CLL
KELM
282
5
0
28 Nov 2022
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Fabio Cermelli
Matthieu Cord
Arthur Douillard
CLL
VLM
226
37
0
25 Nov 2022
Integral Continual Learning Along the Tangent Vector Field of Tasks
Tianlin Liu
Aditya Golatkar
Stefano Soatto
Alessandro Achille
CLL
256
3
0
23 Nov 2022
Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation
International Journal of Computer Vision (IJCV), 2022
Marco Cotogni
Fei Yang
C. Cusano
Andrew D. Bagdanov
Joost van de Weijer
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264
2
0
22 Nov 2022
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning
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Zenglin Shi
Jing Jie
Ying Sun
J. Lim
Mengmi Zhang
CLL
408
2
0
21 Nov 2022
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding
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Daniele Falavigna
Alessio Brutti
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232
3
0
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A Theoretical Study on Solving Continual Learning
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Gyuhak Kim
Changnan Xiao
Tatsuya Konishi
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Yinan Han
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212
92
0
04 Nov 2022
Generative Negative Text Replay for Continual Vision-Language Pretraining
European Conference on Computer Vision (ECCV), 2022
Shipeng Yan
Lanqing Hong
Hang Xu
Jianhua Han
Tinne Tuytelaars
Zhenguo Li
Xuming He
VLM
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CLIP
173
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0
31 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
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Marco Toldo
Umberto Michieli
Pietro Zanuttigh
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250
15
0
13 Oct 2022
Continual Learning by Modeling Intra-Class Variation
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Tianyang Hu
Lanqing Hong
Zhen Liu
Adrian Weller
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201
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A Memory Transformer Network for Incremental Learning
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Ahmet Iscen
Thomas Bird
Mathilde Caron
Alireza Fathi
Cordelia Schmid
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294
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10 Oct 2022
CLIP model is an Efficient Continual Learner
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Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
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291
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Long-Tailed Class Incremental Learning
European Conference on Computer Vision (ECCV), 2022
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Yu-Song Hu
Xuezhi Cao
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
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312
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SparCL: Sparse Continual Learning on the Edge
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Zifeng Wang
Zheng Zhan
Yifan Gong
Geng Yuan
Wei Niu
T. Jian
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Stratis Ioannidis
Yanzhi Wang
Jennifer Dy
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278
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Anti-Retroactive Interference for Lifelong Learning
European Conference on Computer Vision (ECCV), 2022
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Yuxiang Bao
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Wentao Zhu
Guodong Guo
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168
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210
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David Tax
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196
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0
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Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
European Conference on Computer Vision (ECCV), 2022
Arjun Ashok
K. J. Joseph
V. Balasubramanian
CLL
208
33
0
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