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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

Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025
Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025
Continual Learning of Large Language Models EMNLP 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025
Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management IJCNLP 2025
Joint Diffusion Models in Continual Learning ICCV 2025
Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025
RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning ICCV 2025
Federated Continual Instruction Tuning ICCV 2025
iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025
FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SEMEVAL 2025