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Continual Learning

1895 directly classified papers

Papers per year

Papers

Online Continual Learning on Hierarchical Label Expansion ICCV 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023
Overcoming Forgetting Catastrophe in Quantization-Aware Training ICCV 2023
Online Prototype Learning for Online Continual Learning ICCV 2023
A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023
CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023
Sustaining Fairness via Incremental Learning AAAI 2023
Learning Dynamic Latent Spaces for Lifelong Generative Modelling AAAI 2023
Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023
Continual Variational Autoencoder via Continual Generative Knowledge Distillation AAAI 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition ACL 2023
Domain Incremental Lifelong Learning in an Open World ACL 2023
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ACL 2023
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation EMNLP 2023
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023
Continually Improving Extractive QA via Human Feedback EMNLP 2023
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023
SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023