Keyword

class-incremental learning

Description: A continual-learning setting in machine learning where a model learns new classes over time while retaining its ability to recognize previously learned classes.
OpenAlex ID: keywords/class-incremental-learning
2017 · Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,963
2018 · Lee, Kimin, Lee, Kibok, et al. · arXiv (Cornell University) · 1,166
2022 · Marc Masana, Xialei Liu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 735
2021 · Shipeng Yan, Jiangwei Xie, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 702
2022 · Gido M. van de Ven, Tinne Tuytelaars, et al. · Nature Machine Intelligence · 658
2019 · van de Ven, Gido M., Tolias, Andreas S. · Lirias · 523
2020 · Bowen Zhao, Xi Xiao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 521
2022 · Zifeng Wang, Zizhao Zhang, et al. · Lecture notes in computer science · 512
2020 · Ameya Prabhu, Philip H. S. Torr, et al. · Lecture notes in computer science · 498
2020 · Gido M. van de Ven, Hava T. Siegelmann, et al. · Nature Communications · 470
2021 · Zheda Mai, Ruiwen Li, et al. · Neurocomputing · 416
2018 · Nanqing Dong, Eric P. Xing · 383
2021 · Jihwan Bang, Heesu Kim, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 370
2024 · Da-Wei Zhou, Qi-Wei Wang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 368
2022 · Fu-Yun Wang, Da-Wei Zhou, et al. · Lecture notes in computer science · 363
2020 · Junting Zhang, Jie Zhang, et al. · IEEE Winter Conference on Applications of Computer Vision · 353
2023 · James Seale Smith, Leonid Karlinsky, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 345
2020 · Lu Yu, Bartlomiej Twardowski, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 340
2019 · Davide Maltoni, Vincenzo Lomonaco · Neural Networks · 309
2019 · Eden Belouadah, Adrian Popescu · IEEE/CVF International Conference on Computer Vision (ICCV) · 300
2019 · Oleksiy Ostapenko, Mihai Puscas, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 289
2021 · Arthur Douillard, Yifu Chen, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 274
2019 · Deboleena Roy, Priyadarshini Panda, et al. · Neural Networks · 257
2022 · Jiahua Dong, Lixu Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 249
2021 · Yaoyao Liu, Bernt Schiele, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 241
Works count: 2,356
Citation count: 32,770
Year
Topic
Type