continual learning

Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025 AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025 Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models Interspeech 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025 APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training ACL 2025 A Selective Learning Method for Temporal Graph Continual Learning ICML 2025 Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025 A Theory of Initialisation's Impact on Specialisation ICLR 2025 Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025 Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025 AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning CVPR 2025 BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025 BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025 Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ACL 2025 Boosting Multiple Views for pretrained-based Continual Learning ICLR 2025 BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications ICLR 2025 Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025 Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling ICLR 2025 C-CLIP: Multimodal Continual Learning for Vision-Language Model ICLR 2025 CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering WACV 2025