Continual Learning

On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NeurIPS 2023 On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023 Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation AAAI 2023 Optimizing Mode Connectivity for Class Incremental Learning ICML 2023 Optimizing Spca-based Continual Learning: A Theoretical Approach ICLR 2023 Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023 Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023 Overcoming catastrophic forgetting with classifier expander ACML 2023 Overcoming Forgetting Catastrophe in Quantization-Aware Training ICCV 2023 Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay AAAI 2023 Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NeurIPS 2023 Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ACL 2023 Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NeurIPS 2023 Parameter-Level Soft-Masking for Continual Learning ICML 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023 Perpetual Humanoid Control for Real-time Simulated Avatars ICCV 2023 PIVOT: Prompting for Video Continual Learning CVPR 2023 PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning NeurIPS 2023 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NeurIPS 2023 Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023 Prediction and Control in Continual Reinforcement Learning NeurIPS 2023 Preparing the Future for Continual Semantic Segmentation ICCV 2023 Preserving Linear Separability in Continual Learning by Backward Feature Projection CVPR 2023 Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models ICCV 2023 Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023