Continual Learning

Incremental learning for RNN-Transducer based speech recognition models Interspeech 2022 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022 Information-theoretic Online Memory Selection for Continual Learning ICLR 2022 Interactron: Embodied Adaptive Object Detection CVPR 2022 Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022 Knowledge Capture and Replay for Continual Learning WACV 2022 Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022 Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022 Learngene: From Open-World to Your Learning Task AAAI 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 Curricula for Humans: An Empirical Study with Puzzles from The Witness IJCAI 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 Label Modular Prompts for Text Classification in the Wild EMNLP 2022 Learning Multi-Objective Curricula for Robotic Policy Learning CoRL 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 Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022 Learning what to remember ALT 2022 LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 ICLR 2022