continual learning

Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 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 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 Coreset Selection via Reducible Loss in Continual Learning ICLR 2025 CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025 CurLL: A Developmental Framework to Evaluate Continual Learning in Language Models EMNLP 2025 Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning ICML 2025 DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025 DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification AAAI 2025 DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025 Decomposed Distribution Matching in Dataset Condensation WACV 2025 Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025 Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 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 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 DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025