Continual Learning

Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021 TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021 Compositional Language Continual Learning ICLR 2020 Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020 Continual Learning With Extended Kronecker-Factored Approximate Curvature CVPR 2020 Efficient Meta Lifelong-Learning with Limited Memory EMNLP 2020 LAMOL: LAnguage MOdeling for Lifelong Language Learning ICLR 2020 Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020 Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020 Continual and Multi-Task Architecture Search ACL 2019 Episodic Memory in Lifelong Language Learning NeurIPS 2019 Lifelong Learning with Dynamically Expandable Networks ICLR 2018 Lifelong Learning with Non-i.i.d. Tasks NeurIPS 2015 Incremental Local Gaussian Regression NeurIPS 2014