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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

Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025
LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025
Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025
Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025
Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025
ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification AAAI 2025
Continual Learning Using Only Large Language Model Prompting COLING 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025
Continual Learning in Multilingual Sign Language Translation NAACL 2025
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning AAAI 2025
Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification NAACL 2025
Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025
Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025
Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-Based Semantic Segmentation WACV 2025