active learning

LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022 Learning from a Learning User for Optimal Recommendations ICML 2022 Learning General World Models in a Handful of Reward-Free Deployments NeurIPS 2022 LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework NAACL 2022 LOG: Active Model Adaptation for Label-Efficient OOD Generalization NeurIPS 2022 Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach ICLR 2022 Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022 Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NeurIPS 2022 MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022 Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022 Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning NeurIPS 2022 Metric-Fair Active Learning ICML 2022 Multilingual Detection of Personal Employment Status on Twitter ACL 2022 Multi-View Active Learning for Short Text Classification in User-Generated Data EMNLP 2022 Neural Program Synthesis with Query ICLR 2022 Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection CVPR 2022 N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations ICML 2022 Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022 OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022 One-Bit Active Query With Contrastive Pairs CVPR 2022 On Efficiently Acquiring Annotations for Multilingual Models ACL 2022 One Size Does Not Fit All: The Case for Personalised Word Complexity Models NAACL 2022 Online Continual Adaptation with Active Self-Training AISTATS 2022 Online Learning of Open-set Speaker Identification by Active User-registration Interspeech 2022 On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022