continual learning

Federated Incremental Named Entity Recognition COLING 2025 Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025 Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025 From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination IJCAI 2025 GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments ICCV 2025 GCAL: Adapting Graph Models to Evolving Domain Shifts ICML 2025 Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025 General Scene Adaptation for Vision-and-Language Navigation ICLR 2025 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection CVPR 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning ACL 2025 Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025 How to Merge Your Multimodal Models Over Time? CVPR 2025 Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025 iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 In-context Continual Learning Assisted by an External Continual Learner COLING 2025 Incremental Object Keypoint Learning CVPR 2025 Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025 Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025 Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025 Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025 Joint Diffusion Models in Continual Learning ICCV 2025