Continual Learning

Multi-Domain Incremental Learning for Face Presentation Attack Detection AAAI 2024 Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation EMNLP 2024 Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts ICLR 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 Not Just Object, But State: Compositional Incremental Learning without Forgetting NeurIPS 2024 Online Adaptation of Language Models with a Memory of Amortized Contexts NeurIPS 2024 Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024 Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024 Online Continual Learning for Interactive Instruction Following Agents ICLR 2024 Online Non-convex Learning in Dynamic Environments NeurIPS 2024 Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory CVPR 2024 Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation CVPR 2024 OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024 Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024 Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024 OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning ICLR 2024 Parseval Regularization for Continual Reinforcement Learning NeurIPS 2024