conftrace_

online continual learning

18 papers

Explore in graph

Also known as

OCL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) online learning (1777) representation learning (6206) knowledge distillation (3725) feature learning (1311) shortcut bia (2) feature map fusion (1) adaptive intensity shifting (1) angular gaussian distribution (1)

Papers

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