continual learning

MagMax: Leveraging Model Merging for Seamless Continual Learning ECCV 2024 Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024 Make Continual Learning Stronger via C-Flat NeurIPS 2024 Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024 Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024 Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction ICLR 2024 Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024 MIND: Multi-Task Incremental Network Distillation AAAI 2024 Mitigating Catastrophic Forgetting in Language Transfer via Model Merging EMNLP 2024 Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024 Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization ICML 2024 Mixture of Experts Meets Prompt-Based Continual Learning NeurIPS 2024 Model Sensitivity Aware Continual Learning NeurIPS 2024 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024 Multi-world Model in Continual Reinforcement Learning AAAI 2024 Navigating Continual Test-time Adaptation with Symbiosis Knowledge IJCAI 2024 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024 Non-compositional Expression Generation and its Continual Learning ACL 2024 Non-exemplar Domain Incremental Object Detection via Learning Domain Bias AAAI 2024 Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024 Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset NeurIPS 2024 Normalization and effective learning rates in reinforcement learning NeurIPS 2024 One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning ICML 2024 Online Continual Learning for Interactive Instruction Following Agents ICLR 2024 Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory CVPR 2024