continual learning

IIRC: Incremental Implicitly-Refined Classification CVPR 2021 Image De-Raining via Continual Learning CVPR 2021 Incremental Learning via Rate Reduction CVPR 2021 Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous Tasks IJCAI 2021 Joint Inference for Neural Network Depth and Dropout Regularization NeurIPS 2021 Kernel Continual Learning ICML 2021 KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021 Language Scaling for Universal Suggested Replies Model NAACL 2021 Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021 Layerwise Optimization by Gradient Decomposition for Continual Learning CVPR 2021 Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning EMNLP 2021 Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021 Learning where to learn: Gradient sparsity in meta and continual learning NeurIPS 2021 Learning with Selective Forgetting IJCAI 2021 Lifelong and Continual Learning Dialogue Systems: Learning during Conversation AAAI 2021 Lifelong Domain Adaptation via Consolidated Internal Distribution NeurIPS 2021 Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process ICCV 2021 Lifelong Knowledge-Enriched Social Event Representation Learning EACL 2021 Lifelong Learning of Compositional Structures ICLR 2021 Lifelong Learning of Hate Speech Classification on Social Media NAACL 2021 Lifelong Learning with Sketched Structural Regularization ACML 2021 Linear Mode Connectivity in Multitask and Continual Learning ICLR 2021 Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning ICLR 2021 Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021 Natural continual learning: success is a journey, not (just) a destination NeurIPS 2021