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Continual Learning

557 directly classified papers

Papers per year

Papers

MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing EMNLP 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025
Flexi-FSCIL: Adaptive Knowledge Retention for Breaking the Stability-Plasticity Dilemma in Few-Shot Class-Incremental Learning ICCV 2025
On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025
Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning WACV 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025
Joint Diffusion Models in Continual Learning ICCV 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning AAAI 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025
Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025