Title
Adaptive Weighted Parameter Fusion with CLIP for Class-Incremental Learning Jiaxin Guo Xiaoguang Zhu Liangyu Teng Hao Yang Qingbin Liu Yi Liu Liang Song CLL VLM 221 2 0 25 Mar 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsAAAI Conference on Artificial Intelligence (AAAI), 2024 Jingyu Zhang Yilei Wang Lang Qian Yang Liu Zengwen Li Sudong Jiang Maolin Liu Liang Song 364 3 0 14 Dec 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 294 38 0 19 Jul 2024
Networking Systems for Video Anomaly Detection: A Tutorial and SurveyACM Computing Surveys (ACM CSUR), 2024 Jing Liu Yang Liu Jieyu Lin Jielin Li Yang Liu Bo Hu Liang Song Peng Sun Victor C.M. Leung Victor C.M. Leung 527 30 0 16 May 2024
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning Xinyuan Gao Songlin Dong Yuhang He Xing Wei Yihong Gong CLL 235 6 0 11 Mar 2024
Class Incremental Learning with Pre-trained Vision-Language Models Xialei Liu Xusheng Cao Haori Lu Jia-Wen Xiao Andrew D. Bagdanov Ming-Ming Cheng VLM 264 18 0 31 Oct 2023
Learning without Forgetting for Vision-Language ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 350 71 0 30 May 2023
Visual-Language Prompt Tuning with Knowledge-guided Context OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Hantao Yao Rui Zhang Changsheng Xu VLM VPVLM 458 350 0 23 Mar 2023
Dense Network Expansion for Class Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2023 Zhiyuan Hu Yunsheng Li J. Lyu Dashan Gao Nuno Vasconcelos CLL 223 61 0 22 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You NeedInternational Journal of Computer Vision (IJCV), 2023 Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 226 161 0 13 Mar 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Zangwei Zheng Mingyu Ma Kai Wang Ziheng Qin Xiangyu Yue Yang You CLL VLM 391 101 0 12 Mar 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained ModelIEEE International Conference on Computer Vision (ICCV), 2023 Gengwei Zhang Liyuan Wang Guoliang Kang Ling-Hao Chen Yunchao Wei CLL 350 163 0 09 Mar 2023
CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression RecognitionIEEE International Conference on Multimedia and Expo (ICME), 2023 Hanting Li Hongjing Niu Zhaoqing Zhu Feng Zhao VLM CLIP 153 47 0 01 Mar 2023
New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning Guoqiang Liang Zhaojie Chen Zhaoqiang Chen Shiyu Ji Yanning Zhang CLL 199 12 0 16 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Zehua Wang Dingkang Yang Yan Wang Jing Liu Jun Liu Peng Sun Yang Liu Liang Song 409 135 0 10 Feb 2023
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual LearningComputer Vision and Pattern Recognition (CVPR), 2022 James Smith Leonid Karlinsky V. Gutta Paola Cascante-Bonilla Donghyun Kim Assaf Arbelle Yikang Shen Rogerio Feris Z. Kira CLL VPVLM VLM 324 432 0 23 Nov 2022
MaPLe: Multi-modal Prompt LearningComputer Vision and Pattern Recognition (CVPR), 2022 Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 661 851 0 06 Oct 2022
CLIP model is an Efficient Continual Learner Vishal Thengane Salman Khan Munawar Hayat Fahad Shahbaz Khan BDL VLM CLL 269 65 0 06 Oct 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental LearningNeural Information Processing Systems (NeurIPS), 2022 Yabin Wang Zhiwu Huang Xiaopeng Hong CLL VLM 432 294 0 26 Jul 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual LearningEuropean Conference on Computer Vision (ECCV), 2022 Zifeng Wang Zizhao Zhang Sayna Ebrahimi Ruoxi Sun Han Zhang ... Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VLM VPVLM 330 667 0 10 Apr 2022
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature ConsolidationComputer Vision and Pattern Recognition (CVPR), 2022 Minsoo Kang Jaeyoo Park Bohyung Han CLL 199 226 0 02 Apr 2022
Learning to Prompt for Continual Learning Zifeng Wang Zizhao Zhang Chen-Yu Lee Han Zhang Ruoxi Sun Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VPVLM KELM VLM 347 1,037 0 16 Dec 2021
Florence: A New Foundation Model for Computer Vision Lu Yuan Dongdong Chen Yi-Ling Chen Noel Codella Xiyang Dai ... Zhen Xiao Jianwei Yang Michael Zeng Luowei Zhou Pengchuan Zhang VLM 377 1,041 0 22 Nov 2021
Co-Transport for Class-Incremental LearningACM Multimedia (ACM MM), 2021 Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 232 89 0 27 Jul 2021
Layerwise Optimization by Gradient Decomposition for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2021 Weizhen He Dapeng Chen Jinguo Zhu Shijie Yu Wanli Ouyang CLL 187 80 0 17 May 2021
Rainbow Memory: Continual Learning with a Memory of Diverse SamplesComputer Vision and Pattern Recognition (CVPR), 2021 Jihwan Bang Heesu Kim Y. Yoo Jung-Woo Ha Jonghyun Choi CLL 260 416 0 31 Mar 2021
DER: Dynamically Expandable Representation for Class Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2021 Shipeng Yan Jiangwei Xie Xuming He CLL 231 566 0 31 Mar 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 2.0K 40,402 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionInternational Conference on Machine Learning (ICML), 2021 Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 1.3K 4,818 0 11 Feb 2021
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual LearningComputer Vision and Pattern Recognition (CVPR), 2021 Liyuan Wang Kuo Yang Chongxuan Li Lanqing Hong Zhenguo Li Jun Zhu CLL BDL 169 100 0 02 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 1.3K 54,036 0 22 Oct 2020
Continual Prototype Evolution: Learning Online from Non-Stationary Data StreamsIEEE International Conference on Computer Vision (ICCV), 2020 Matthias De Lange Tinne Tuytelaars CLL 445 241 0 02 Sep 2020
Memory Efficient Class-Incremental Learning for Image Classification Hanbin Zhao Haibo Wang Yongjian Fu Leilei Gan Xi Li CLL VLM 235 98 0 04 Aug 2020
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning Hanbin Zhao Yongjian Fu Mintong Kang Qi Tian Leilei Gan Xi Li CLL 467 132 0 28 Jun 2020
Continual Learning with Extended Kronecker-factored Approximate CurvatureComputer Vision and Pattern Recognition (CVPR), 2020 Janghyeon Lee H. Hong Donggyu Joo Junmo Kim CLL 191 66 0 16 Apr 2020
Mnemonics Training: Multi-Class Incremental Learning without ForgettingComputer Vision and Pattern Recognition (CVPR), 2020 Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 269 377 0 24 Feb 2020
Unified Vision-Language Pre-Training for Image Captioning and VQAAAAI Conference on Artificial Intelligence (AAAI), 2019 Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 613 1,005 0 24 Sep 2019
Large Scale Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2019 Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Y. Fu CLL 277 1,407 0 30 May 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Xilai Li Yingbo Zhou Tianfu Wu R. Socher Caiming Xiong CLL 444 486 0 31 Mar 2019
Continual Learning of Context-dependent Processing in Neural Networks Guanxiong Zeng Yang Chen Bo Cui Shan Yu CLL 283 351 0 29 Sep 2018
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence Arslan Chaudhry P. Dokania Thalaiyasingam Ajanthan Juil Sock CLL 526 1,285 0 30 Jan 2018
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 598 4,297 0 23 Nov 2016
Learning without ForgettingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Zhizhong Li Derek Hoiem CLL OOD SSL 999 5,048 0 29 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 215,422 0 10 Dec 2015