continual learning

Object Recognition With Continual Open Set Domain Adaptation for Home Robot WACV 2021 Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021 Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021 On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning NeurIPS 2021 Optimizing Reusable Knowledge for Continual Learning via Metalearning NeurIPS 2021 ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021 Overcoming Catastrophic Forgetting by Bayesian Generative Regularization ICML 2021 Overcoming Catastrophic Forgetting in Graph Neural Networks AAAI 2021 Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021 Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima NeurIPS 2021 PLOP: Learning Without Forgetting for Continual Semantic Segmentation CVPR 2021 Posterior Meta-Replay for Continual Learning NeurIPS 2021 Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021 Rainbow Memory: Continual Learning With a Memory of Diverse Samples CVPR 2021 Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021 RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021 Rectification-Based Knowledge Retention for Continual Learning CVPR 2021 Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021 Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning ICCV 2021 Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting ICLR 2021 Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) AAAI 2021 River: machine learning for streaming data in Python JMLR 2021 Robust Continuous On-Device Personalization for Automatic Speech Recognition Interspeech 2021 Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021 Self-Improving Semantic Perception for Indoor Localisation CoRL 2021