online continual learning

Parameter Merging with Gradient-Guided Supermasks in Online Continual Learning AAAI 2026 Perturbing to Preserve: Defending Fragile Knowledge in Online Continual Learning AAAI 2026 Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025 Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints CVPR 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025 Adaptive Shortcut Debiasing for Online Continual Learning AAAI 2024 Approximate Bayesian Class-Conditional Models under Continuous Representation Shift AISTATS 2024 Dealing with Synthetic Data Contamination in Online Continual Learning NeurIPS 2024 Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NeurIPS 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning ICML 2024 Learning Equi-angular Representations for Online Continual Learning CVPR 2024 Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning AAAI 2024 Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation CVPR 2024 Rethinking Momentum Knowledge Distillation in Online Continual Learning ICML 2024 CBA: Improving Online Continual Learning via Continual Bias Adaptor ICCV 2023 Online Prototype Learning for Online Continual Learning ICCV 2023 Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023 New Insights on Reducing Abrupt Representation Change in Online Continual Learning ICLR 2022 Mitigating Forgetting in Online Continual Learning with Neuron Calibration NeurIPS 2021 Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization NeurIPS 2020