catastrophic forgetting

Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation CVPR 2025 Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ACL 2025 CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025 CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition WACV 2025 CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering CVPR 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning ICCV 2025 CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation CVPR 2025 ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025 Conditions for Catastrophic Forgetting in Multilingual Translation EMNLP 2025 Confounder-Free Continual Learning via Recursive Feature Normalization ICML 2025 Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 Continual Learning of Personalized Generative Face Models with Experience Replay WACV 2025 Continual Personalization for Diffusion Models ICCV 2025 Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt ICLR 2025 Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025 Continued Pretraining and Interpretability-Based Evaluation for Low-Resource Languages: A Galician Case Study ACL 2025 Continuous Adverse Weather Removal via Degradation-Aware Distillation CVPR 2025 Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence Interspeech 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification ICLR 2025 Coreset Selection via Reducible Loss in Continual Learning ICLR 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025