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continual learning

1164 papers

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Also known as

CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025
Exploring Rationale Learning for Continual Graph Learning AAAI 2025
Semantic Prompting with Image Token for Continual Learning WACV 2025
MixLLM: Dynamic Routing in Mixed Large Language Models NAACL 2025
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management IJCNLP 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News ACL 2025
Mitigating Forgetting in Continual Learning with Selective Gradient Projection IJCNLP 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025
Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SEMEVAL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025
Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
Continual Learning in Large Language Models: Foundations to Frontiers IJCNLP 2025
Continual Learning of Personalized Generative Face Models with Experience Replay WACV 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 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