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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

Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
Online Continual Adaptation with Active Self-Training AISTATS 2022
Probabilistic Bilevel Coreset Selection ICML 2022
LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022
Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022
Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
BayesPCN: A Continually Learnable Predictive Coding Associative Memory NIPS 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning NIPS 2022
Self-Supervised Models Are Continual Learners CVPR 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022
Online Continual Learning of End-to-End Speech Recognition Models INTERSPEECH 2022
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks CVPR 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Retrospective Adversarial Replay for Continual Learning NIPS 2022
Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition INTERSPEECH 2022