continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL 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