← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

Robust and Adaptive Deep Learning via Bayesian Principles AAAI 2023
CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning ACL 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics ACL 2023
Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach ACL 2023
Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023
Large-scale Lifelong Learning of In-context Instructions and How to Tackle It ACL 2023
Exclusive Supermask Subnetwork Training for Continual Learning ACL 2023
Recyclable Tuning for Continual Pre-training ACL 2023
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting ACL 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection CVPR 2023
Real-Time Evaluation in Online Continual Learning: A New Hope CVPR 2023
Exploring Data Geometry for Continual Learning CVPR 2023
Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing CVPR 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning CVPR 2023
Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning NIPS 2023
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning NIPS 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NIPS 2023
Nearly Optimal Bounds for Cyclic Forgetting NIPS 2023
Temporal Continual Learning with Prior Compensation for Human Motion Prediction NIPS 2023
Neural Weight Search for Scalable Task Incremental Learning WACV 2023
UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-Aware Curriculum and Iterative Generalist-Specialist Learning ICCV 2023