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Continual Learning

557 directly classified papers

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Papers

Few-Shot Continual Active Learning by a Robot NIPS 2022
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NIPS 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Continual Few-shot Intent Detection COLING 2022
Continual Federated Learning Based on Knowledge Distillation IJCAI 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022
Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022
Continual Learning via Sequential Function-Space Variational Inference ICML 2022
Neurocoder: General-Purpose Computation Using Stored Neural Programs ICML 2022
Forget-free Continual Learning with Winning Subnetworks ICML 2022
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks ICML 2022
Incremental learning for RNN-Transducer based speech recognition models INTERSPEECH 2022
Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition INTERSPEECH 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation INTERSPEECH 2022
Online Continual Learning of End-to-End Speech Recognition Models INTERSPEECH 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022
Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NIPS 2021