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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

Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024
RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024
Consistent Prompting for Rehearsal-Free Continual Learning CVPR 2024
Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024
Doubly Perturbed Task Free Continual Learning AAAI 2024
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 2024
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024
BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization EMNLP 2024
Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models EMNLP 2024
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024
ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024
Cross-Class Feature Augmentation for Class Incremental Learning AAAI 2024
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning NAACL 2024
Continual Test-Time Domain Adaptation via Dynamic Sample Selection WACV 2024
Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models EMNLP 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024
TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation AAAI 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024
Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024
Learning Equi-angular Representations for Online Continual Learning CVPR 2024