catastrophic forgetting

Few-Shot Incremental Learning for Label-to-Image Translation CVPR 2022 Forget-free Continual Learning with Winning Subnetworks ICML 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning CVPR 2022 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022 How catastrophic can catastrophic forgetting be in linear regression? COLT 2022 How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022 How Well Does Self-Supervised Pre-Training Perform with Streaming Data? ICLR 2022 Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022 Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022 Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022 Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022 Knowledge Capture and Replay for Continual Learning WACV 2022 Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022 Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NeurIPS 2022 Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022 Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting ICLR 2022 Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System ICLR 2022 Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022 Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP 2022 Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022 Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022 Learning To Prompt for Continual Learning CVPR 2022