annotation efficiency

Orthogonal Annotation Benefits Barely-Supervised Medical Image Segmentation CVPR 2023 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022 OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022 Scribble-Supervised LiDAR Semantic Segmentation CVPR 2022 Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation CVPR 2021 Human-in-the-Loop Efficiency Analysis for Binary Classification in Edyson Interspeech 2021 LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ICCV 2021 Minimizing Annotation Effort via Max-Volume Spectral Sampling EMNLP 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 Task Programming: Learning Data Efficient Behavior Representations CVPR 2021 Enhanced Labelling in Active Learning for Coreference Resolution COLING 2020 One-bit Supervision for Image Classification NeurIPS 2020 A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019 Fast Object Class Labelling via Speech CVPR 2019 Learning Loss for Active Learning CVPR 2019 Efficient Online Scalar Annotation with Bounded Support ACL 2018 Annotating Object Instances With a Polygon-RNN CVPR 2017 Active Learning for Delineation of Curvilinear Structures CVPR 2016 Incrementally Learning a Dependency Parser to Support Language Documentation in Field Linguistics COLING 2016 We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification CVPR 2016 Introducing Geometry in Active Learning for Image Segmentation ICCV 2015