Poster "online continual learning" Papers

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Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling

Minhyuk Seo, Hyunseo Koh, Jonghyun Choi

ICLR 2025arXiv:2410.15143

Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization

Sihao Liu, Yibo Yang, Xiaojie Li et al.

CVPR 2025arXiv:2412.18177

Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints

Yuhao Zhou, Yuxin Tian, Jindi Lv et al.

CVPR 2025arXiv:2503.12053

PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning

Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy et al.

ICCV 2025arXiv:2507.12305

Improving Plasticity in Online Continual Learning via Collaborative Learning

Maorong Wang, Nicolas Michel, Ling Xiao et al.

CVPR 2024arXiv:2312.00600

Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning

Jinsoo Yoo, Yunpeng Liu, Frank Wood et al.

ICML 2024arXiv:2402.09542

Learning Equi-angular Representations for Online Continual Learning

Minhyuk Seo, Hyunseo Koh, Wonje Jeung et al.

CVPR 2024arXiv:2404.01628

Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization

Yichen WU, Hong Wang, Peilin Zhao et al.

Rethinking Momentum Knowledge Distillation in Online Continual Learning

Nicolas MICHEL, Maorong Wang, Ling Xiao et al.

ICML 2024arXiv:2309.02870