continual learning

Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022 Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference ICLR 2022 Online Continual Learning through Mutual Information Maximization ICML 2022 Online Continual Learning via Candidates Voting WACV 2022 Online Coreset Selection for Rehearsal-based Continual Learning ICLR 2022 Online Learning of Open-set Speaker Identification by Active User-registration Interspeech 2022 On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning NeurIPS 2022 On the Road to Online Adaptation for Semantic Image Segmentation CVPR 2022 Operative dimensions in unconstrained connectivity of recurrent neural networks NeurIPS 2022 Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022 Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022 Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022 Preservation of the Global Knowledge by Not-True Distillation in Federated Learning NeurIPS 2022 Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022 Probabilistic Bilevel Coreset Selection ICML 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022 Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022 Provable Lifelong Learning of Representations AISTATS 2022 Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives EMNLP 2022 Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022 Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks NeurIPS 2022 Repairing Neural Networks by Leaving the Right Past Behind NeurIPS 2022 Representational Continuity for Unsupervised Continual Learning ICLR 2022