continual learning

Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 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 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 Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025 Efficient Prompting for Continual Adaptation to Missing Modalities NAACL 2025 Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025 Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025 Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025 Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025 EvoCL: Continual Learning over Evolving Domains WACV 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting ICLR 2025 Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models ICML 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 Fast and Low-Cost Genomic Foundation Models via Outlier Removal ICML 2025 FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025 Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025 Federated Continual Instruction Tuning ICCV 2025 Federated Continuous Category Discovery and Learning ICCV 2025