Continual Learning

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 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 HFT: Half Fine-Tuning for Large Language Models ACL 2025 HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model ACL 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 High-dimension Prototype is a Better Incremental Object Detection Learner ICLR 2025 HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025 How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training ACL 2025 How new data permeates LLM knowledge and how to dilute it ICLR 2025 How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025 How to Merge Your Multimodal Models Over Time? CVPR 2025 Human Activity Recognition in an Open World (Abstract Reprint) IJCAI 2025 Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025 Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025 iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025 Improving Continual Pre-training Through Seamless Data Packing ACL 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 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 Interweaving Memories of a Siamese Large Language Model AAAI 2025 Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025