catastrophic forgetting

Efficient Prompting for Continual Adaptation to Missing Modalities NAACL 2025 ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025 Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025 Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025 Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025 Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025 Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025 Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting ICLR 2025 Exploring Forgetting in Large Language Model Pre-Training ACL 2025 Exploring Rationale Learning for Continual Graph Learning AAAI 2025 Exploring The Forgetting in Adversarial Training: A Novel Method for Enhancing Robustness ICLR 2025 Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025 FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding CVPR 2025 FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025 Federated Continual Instruction Tuning ICCV 2025 Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond ICLR 2025 Federated Few-Shot Class-Incremental Learning ICLR 2025 Federated Incremental Named Entity Recognition COLING 2025 Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025 Few-Shot Incremental Multi-modal Learning via Touch Guidance and Imaginary Vision Synthesis IJCAI 2025 Flexi-FSCIL: Adaptive Knowledge Retention for Breaking the Stability-Plasticity Dilemma in Few-Shot Class-Incremental Learning ICCV 2025 FORGETTER with forgetful hyperparameters and recurring sleeps can continue to learn beyond normal overtfitting limits EMNLP 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025