catastrophic forgetting

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 Powerpropagation: A sparsity inducing weight reparameterisation NeurIPS 2021 Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021 Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 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 Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach EMNLP 2021 Self-Improving Semantic Perception for Indoor Localisation CoRL 2021 Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021 Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021 SS-IL: Separated Softmax for Incremental Learning ICCV 2021 SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning NeurIPS 2021 SynthASR: Unlocking Synthetic Data for Speech Recognition Interspeech 2021 Towards Lifelong Learning of End-to-End ASR Interspeech 2021 Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021 Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021 Variational Auto-Regressive Gaussian Processes for Continual Learning ICML 2021