Continual Learning

CoMPS: Continual Meta Policy Search ICLR 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022 Continual Learning through Retrieval and Imagination AAAI 2022 Continual Learning with Evolving Class Ontologies NeurIPS 2022 Continual Prompt Tuning for Dialog State Tracking ACL 2022 Continual Training of Language Models for Few-Shot Learning EMNLP 2022 Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation NeurIPS 2022 ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022 Fine-tuned Language Models are Continual Learners EMNLP 2022 Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NeurIPS 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NeurIPS 2022 Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP 2022 Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022 Learning To Prompt for Continual Learning CVPR 2022 Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NeurIPS 2022 Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022 Looking Back on Learned Experiences For Class/task Incremental Learning ICLR 2022 Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022 Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NeurIPS 2022 NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation NeurIPS 2022 Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022