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

Learning Endogenous Attention for Incremental Object Detection CVPR 2025

Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025

Continual Learning in Multilingual Sign Language Translation NAACL 2025

Towards Continual Universal Segmentation CVPR 2025

Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025

Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025

Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025

Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025

ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation CVPR 2025

Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025

Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025

Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025

Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025

Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025

Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025

Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025

Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025

Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs EMNLP 2025

AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025

RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025

SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025

Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025

MixLLM: Dynamic Routing in Mixed Large Language Models NAACL 2025

An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025