catastrophic forgetting

From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination IJCAI 2025 GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025 Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025 GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention ICML 2025 Gradient Decomposition and Alignment for Incremental Object Detection ICCV 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 HFT: Half Fine-Tuning for Large Language Models ACL 2025 Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning ACL 2025 Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025 High-dimension Prototype is a Better Incremental Object Detection Learner ICLR 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025 iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection ICML 2025 iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 In-context Continual Learning Assisted by an External Continual Learner COLING 2025 Incremental Object Keypoint Learning CVPR 2025 Interweaving Memories of a Siamese Large Language Model AAAI 2025 Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025 Joint Diffusion Models in Continual Learning ICCV 2025 KAC: Kolmogorov-Arnold Classifier for Continual Learning CVPR 2025 kNN For Whisper And Its Effect On Bias And Speaker Adaptation NAACL 2025 Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning CVPR 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025