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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

Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025
CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering WACV 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025
One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering WACV 2025
Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025
Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning WACV 2025
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025
Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025
Do Your Best and Get Enough Rest for Continual Learning CVPR 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025
One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025
Federated Incremental Named Entity Recognition COLING 2025
In-context Continual Learning Assisted by an External Continual Learner COLING 2025
Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025
Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025
Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025