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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

Regularizing Second-Order Influences for Continual Learning CVPR 2023
CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation NIPS 2023
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023
Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023
A Definition of Continual Reinforcement Learning NIPS 2023
Cross-lingual Continual Learning ACL 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023
Domain Incremental Lifelong Learning in an Open World ACL 2023
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ACL 2023
Learning to Modulate pre-trained Models in RL NIPS 2023
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework (Extended Abstract) IJCAI 2023
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion NIPS 2023
Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork NIPS 2023
NPCL: Neural Processes for Uncertainty-Aware Continual Learning NIPS 2023
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NIPS 2023
Learngene: From Open-World to Your Learning Task AAAI 2022
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling COLING 2022
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks ICML 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022
Online Learning of Open-set Speaker Identification by Active User-registration INTERSPEECH 2022
Dataset Condensation with Contrastive Signals ICML 2022
Neurocoder: General-Purpose Computation Using Stored Neural Programs ICML 2022