Continual Learning

KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021 Language Scaling for Universal Suggested Replies Model NAACL 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 the Superpixel in a Non-Iterative and Lifelong Manner CVPR 2021 Learning To Aggregate and Personalize 3D Face From In-the-Wild Photo Collection CVPR 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 Memory-Based Virtual Classes for Deep Metric Learning ICCV 2021 Learning with Selective Forgetting IJCAI 2021 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification WACV 2021 Lifelong and Continual Learning Dialogue Systems: Learning during Conversation AAAI 2021 Lifelong Domain Adaptation via Consolidated Internal Distribution NeurIPS 2021 Lifelong Event Detection with Knowledge Transfer EMNLP 2021 Lifelong Explainer for Lifelong Learners EMNLP 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 Lifelong Person Re-Identification via Adaptive Knowledge Accumulation CVPR 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 Long-tailed Recognition by Routing Diverse Distribution-Aware Experts ICLR 2021 Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021