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

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