continual learning

Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025 Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs EMNLP 2025 Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025 Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025 Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models ICLR 2025 MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction ICLR 2025 Mitigating Forgetting in Continual Learning with Selective Gradient Projection IJCNLP 2025 Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 MixLLM: Dynamic Routing in Mixed Large Language Models NAACL 2025 Mixture of LoRA Experts for Continual Information Extraction with LLMs EMNLP 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation WACV 2025 Model Uncertainty Quantification by Conformal Prediction in Continual Learning ICML 2025 MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025 Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark WACV 2025 Multilingual Continual Learning using Attention Distillation COLING 2025 Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025 Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025 NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains ICLR 2025 Neuroplastic Expansion in Deep Reinforcement Learning ICLR 2025 Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025