continual learning

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021 Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network AAAI 2021 SynthASR: Unlocking Synthetic Data for Speech Recognition Interspeech 2021 Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021 Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution NAACL 2021 Towards Realistic Single-Task Continuous Learning Research for NER EMNLP 2021 TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021 Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021 Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021 Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021 Variational Auto-Regressive Gaussian Processes for Continual Learning ICML 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Wandering within a world: Online contextualized few-shot learning ICLR 2021 Wanderlust: Online Continual Object Detection in the Real World ICCV 2021 A Combinatorial Perspective on Transfer Learning NeurIPS 2020 A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis EMNLP 2020 A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning ICLR 2020 A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario AAAI 2020 Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020 Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks AAAI 2020 Calibrating CNNs for Lifelong Learning NeurIPS 2020 Compositional Language Continual Learning ICLR 2020 Conditional Channel Gated Networks for Task-Aware Continual Learning CVPR 2020 Continual Adaptation for Efficient Machine Communication CoNLL 2020 Continual Deep Learning by Functional Regularisation of Memorable Past NeurIPS 2020