← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025
FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025
MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay AAAI 2025
AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025
Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark WACV 2025
Continual Learning in Large Language Models: Foundations to Frontiers IJCNLP 2025
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025
Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SEMEVAL 2025
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management IJCNLP 2025
LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models CVPR 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting AAAI 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering CVPR 2025
Mitigating Forgetting in Continual Learning with Selective Gradient Projection IJCNLP 2025
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025