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Continual Semi-Supervised Learning through Contrastive Interpolation Consistency
Pattern Recognition Letters (PR), 2021
14 August 2021
Matteo Boschini
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
CLL
Re-assign community
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HuggingFace (1 upvotes)
Papers citing
"Continual Semi-Supervised Learning through Contrastive Interpolation Consistency"
22 / 22 papers shown
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning
Yue Duan
Taicai Chen
Lei Qi
Yinghuan Shi
CLL
175
2
0
07 Aug 2025
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Zhengyi Zhong
Weidong Bao
Ji Wang
Jianguo Chen
Lingjuan Lyu
Wei Yang Bryan Lim
CLL
549
10
0
01 May 2025
Towards Robust Incremental Learning under Ambiguous Supervision
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Rui Wang
Mingxuan Xia
Chang Yao
Lei Feng
Junbo Zhao
Gang Chen
Haobo Wang
CLL
1.1K
0
0
23 Jan 2025
Uncertainty Quantification in Continual Open-World Learning
Amanda Rios
I. Ndiour
Parual Datta
Jaroslaw Sydir
Omesh Tickoo
Nilesh A. Ahuja
BDL
452
1
0
21 Dec 2024
CONCLAD: COntinuous Novel CLAss Detector
Amanda Rios
I. Ndiour
Parual Datta
Omesh Tickoo
Nilesh A. Ahuja
505
0
0
13 Dec 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning
British Machine Vision Conference (BMVC), 2024
Jayateja Kalla
Soma Biswas
SSL
219
1
0
08 Aug 2024
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning
Prashant Shivaram Bhat
Bharath Renjith
Elahe Arani
Bahram Zonooz
CLL
333
2
0
22 May 2024
Pragmatist Intelligence: Where the Principle of Usefulness Can Take ANNs
Antonio Bikić
Sayan Mukherjee
179
0
0
07 May 2024
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning
Prashant Shivaram Bhat
Bharath Renjith
Elahe Arani
Bahram Zonooz
CLL
325
6
0
28 Apr 2024
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation
Wenxuan Zhang
Youssef Mohamed
Guohao Li
Juil Sock
Adel Bibi
Mohamed Elhoseiny
CLL
378
6
0
19 Apr 2024
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving
Mingfu Liang
Jong-Chyi Su
S. Schulter
Sparsh Garg
Shiyu Zhao
Ying Nian Wu
Manmohan Chandraker
VLM
238
40
0
26 Mar 2024
Sequential Visual and Semantic Consistency for Semi-supervised Text Recognition
Mingkun Yang
Biao Yang
Minghui Liao
Yingying Zhu
Xiang Bai
353
6
0
24 Feb 2024
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning
Yan Fan
Yu Wang
Q. Hu
Qinghua Hu
CLL
680
13
0
27 Dec 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Alex Gomez-Villa
Bartlomiej Twardowski
Kai Wang
Joost van de Weijer
SSL
CLL
343
19
0
12 Sep 2023
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery
European Conference on Computer Vision (ECCV), 2023
Grzegorz Rype'sć
Daniel Marczak
Sebastian Cygert
Tomasz Trzciñski
Bartlomiej Twardowski
VLM
CLL
455
7
0
23 Aug 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
952
1,250
0
31 Jan 2023
Latent Spectral Regularization for Continual Learning
Pattern Recognition Letters (PR), 2023
Emanuele Frascaroli
Riccardo Benaglia
Matteo Boschini
Luca Moschella
Cosimo Fiorini
Emanuele Rodolà
Simone Calderara
BDL
CLL
433
11
0
09 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
379
25
0
09 Dec 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
Neural Information Processing Systems (NeurIPS), 2022
Lorenzo Bonicelli
Matteo Boschini
Angelo Porrello
C. Spampinato
Simone Calderara
CLL
338
62
0
12 Oct 2022
Consistency-based Self-supervised Learning for Temporal Anomaly Localization
Aniello Panariello
Angelo Porrello
Simone Calderara
Rita Cucchiara
AI4TS
193
21
0
10 Aug 2022
Contrastive Learning for Online Semi-Supervised General Continual Learning
International Conference on Information Photonics (ICIP), 2022
Nicolas Michel
Romain Negrel
Giovanni Chierchia
J. Bercher
CLL
SSL
324
8
0
12 Jul 2022
Transfer without Forgetting
European Conference on Computer Vision (ECCV), 2022
Matteo Boschini
Lorenzo Bonicelli
Angelo Porrello
Giovanni Bellitto
M. Pennisi
S. Palazzo
C. Spampinato
Simone Calderara
CLL
477
67
0
01 Jun 2022
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