Confidence Estimation Using Unlabeled Data

Confidence Estimation Using Unlabeled Data

19 July 2023

Xiaoling Hu

Papers citing "Confidence Estimation Using Unlabeled Data"

8 / 8 papers shown

Title
Topology-Aware Uncertainty for Image Segmentation Saumya Gupta Yikai Zhang Xiaoling Hu Prateek Prasanna Chao Chen 26 27 0 09 Jun 2023
Learning Topological Interactions for Multi-Class Medical Image Segmentation Saumya Gupta Xiaoling Hu James H. Kaan Michael Jin M. Mpoy ... Tahsin M. Kurc Joel H. Saltz A. Tassiopoulos Prateek Prasanna Chao Chen 16 42 0 20 Jul 2022
Learning Probabilistic Topological Representations Using Discrete Morse Theory Xiaoling Hu Dimitris Samaras Chao Chen 13 20 0 03 Jun 2022
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan Ö. Arik L. Davis Tomas Pfister 151 195 0 16 Oct 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,599 0 19 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015