Continual Learning

CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021 Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021 Class-Incremental Learning for Action Recognition in Videos ICCV 2021 Class-Incremental Learning via Dual Augmentation NeurIPS 2021 Co2L: Contrastive Continual Learning ICCV 2021 Contextual Transformation Networks for Online Continual Learning ICLR 2021 Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021 Continual Auxiliary Task Learning NeurIPS 2021 Continual Few-Shot Learning for Text Classification EMNLP 2021 Continual General Chunking Problem and SyncMap AAAI 2021 Continual Learning by Using Information of Each Class Holistically AAAI 2021 Continual Learning for Fake Audio Detection Interspeech 2021 Continual Learning for Image-Based Camera Localization ICCV 2021 Continual Learning for Named Entity Recognition AAAI 2021 Continual Learning for Neural Machine Translation NAACL 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021 Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021 Continual Learning in Multilingual NMT via Language-Specific Embeddings EMNLP 2021 Continual learning in recurrent neural networks ICLR 2021 Continual Learning in Task-Oriented Dialogue Systems EMNLP 2021 Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021 Continual Learning on Noisy Data Streams via Self-Purified Replay ICCV 2021 Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors AISTATS 2021 Continual Learning via Bit-Level Information Preserving CVPR 2021 Continual Learning via Local Module Composition NeurIPS 2021