Continual Learning

Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025 Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025 Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025 Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025 DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification CVPR 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025 Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025 Do Your Best and Get Enough Rest for Continual Learning CVPR 2025 DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025 DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning CVPR 2025 DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025 Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025 DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025 Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025 Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation EMNLP 2025 Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025 Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition EMNLP 2025 Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning ICCV 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025 DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition NAACL 2025 Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025