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2012.03362
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Self-Training for Class-Incremental Semantic Segmentation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
6 December 2020
Lu Yu
Xialei Liu
Joost van de Weijer
CLL
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Papers citing
"Self-Training for Class-Incremental Semantic Segmentation"
32 / 32 papers shown
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Heejo Kong
Sung-Jin Kim
Gunho Jung
Seong-Whan Lee
276
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30 May 2025
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning
Songlin Dong
Yuhang He
Zhengdong Zhou
Haoyu Luo
Xing Wei
Alex C. Kot
Yihong Gong
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407
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01 Mar 2025
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer
Yujie Li
Guannan Lai
Xin Yang
Yongbin Li
Marcello Bonsangue
Tianrui Li
CLL
VLM
426
3
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27 Feb 2025
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation
Expert systems with applications (ESWA), 2024
Yuanzhi Su
Siyuan Chen
Yuan-Gen Wang
CLL
524
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02 Aug 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning
Lu Yu
Hesong Li
Ying Fu
Joost van de Weijer
Bartłomiej Twardowski
Joost van de Weijer
Changsheng Xu
CLL
378
3
0
02 Aug 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation
Wei Cong
Yang Cong
Yuyang Liu
Gan Sun
VLM
CLL
241
9
0
12 Jul 2024
CLEO: Continual Learning of Evolving Ontologies
Shishir Muralidhara
Saqib Bukhari
Georg Schneider
Didier Stricker
René Schuster
CLL
307
4
0
11 Jul 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images
Lianlei Shan
Weiqiang Wang
Ke Lv
Bin Luo
VLM
342
13
0
28 May 2024
Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning
Jiang-Tian Zhai
Xialei Liu
Lu Yu
Ming-Ming Cheng
CLL
357
15
0
20 Dec 2023
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy
Journal of the Brazilian Computer Society (JBCS), 2023
Everton L. Aleixo
J. Colonna
Marco Cristo
Everlandio Fernandes
CLL
321
55
0
16 Dec 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Bo Yuan
Danpei Zhao
3DV
CLL
376
37
0
22 Oct 2023
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation
Chang Liu
Giulia Rizzoli
F. Barbato
Andrea Maracani
Marco Toldo
Umberto Michieli
Yi Niu
Pietro Zanuttigh
CLL
346
2
0
19 Sep 2023
ScrollNet: Dynamic Weight Importance for Continual Learning
Fei Yang
Kai Wang
Joost van de Weijer
302
7
0
31 Aug 2023
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild
International Journal of Computer Vision (IJCV), 2023
M. A. Butt
Hassan Ali
Adnan Qayyum
Waqas Sultani
Ala I. Al-Fuqaha
Junaid Qadir
AI4TS
206
3
0
11 Aug 2023
Gradient-Semantic Compensation for Incremental Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2023
Wei Cong
Yang Cong
Jiahua Dong
Gan Sun
Henghui Ding
CLL
VLM
338
24
0
20 Jul 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
Xiaofeng Liu
Helen A. Shih
Fangxu Xing
E. Santarnecchi
Xiaofeng Liu
Jonghye Woo
CLL
343
10
0
30 May 2023
Federated Incremental Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Jiahua Dong
Duzhen Zhang
Yang Cong
Wei Cong
Henghui Ding
Dengxin Dai
FedML
284
60
0
10 Apr 2023
Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning
Neurocomputing (Neurocomputing), 2023
Antonio Carta
Andrea Cossu
Vincenzo Lomonaco
D. Bacciu
Joost van de Weijer
FedML
230
6
0
28 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
Computer Vision and Pattern Recognition (CVPR), 2023
Tobias Kalb
Jürgen Beyerer
CLL
314
9
0
24 Mar 2023
Incremental Learning of Acoustic Scenes and Sound Events
Manjunath Mulimani
A. Mesaros
CLL
289
8
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28 Feb 2023
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Jiahua Dong
Yang Cong
Gan Sun
Lixu Wang
Lingjuan Lyu
Jun Li
E. Konukoglu
CLL
3DPC
227
18
0
20 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
911
1,197
0
31 Jan 2023
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Xialei Liu
Jiang-Tian Zhai
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
CLL
300
9
0
16 Dec 2022
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Dipam Goswami
René Schuster
Joost van de Weijer
D. Stricker
CLL
270
28
0
13 Oct 2022
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation
Asian Conference on Computer Vision (ACCV), 2022
Tobias Kalb
Jürgen Beyerer
CLL
255
9
0
16 Sep 2022
SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene Understanding
International Symposium of Robotics Research (ISRR), 2022
Hermann Blum
M. Müller
Abel Gawel
Roland Siegwart
Cesar Cadena
LM&Ro
274
5
0
21 Jun 2022
RBC: Rectifying the Biased Context in Continual Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Hanbin Zhao
Fengyu Yang
Xinghe Fu
Xi Li
CLL
253
39
0
16 Mar 2022
SATS: Self-Attention Transfer for Continual Semantic Segmentation
Pattern Recognition (Pattern Recogn.), 2022
Yiqiao Qiu
Yixing Shen
Zhuohao Sun
Yanchong Zheng
Xiaobin Chang
Weishi Zheng
Ruixuan Wang
CLL
387
44
0
15 Mar 2022
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
603
102
0
23 Sep 2021
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
Arthur Douillard
Yifu Chen
Arnaud Dapogny
Matthieu Cord
CLL
189
21
0
29 Jun 2021
Smaller Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Francesco Pelosin
A. Torsello
303
1
0
28 May 2021
Self-Improving Semantic Perception for Indoor Localisation
Conference on Robot Learning (CoRL), 2021
Hermann Blum
Francesco Milano
René Zurbrugg
Roland Siegward
Cesar Cadena
Abel Gawel
309
9
0
04 May 2021
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