Learning under Distributed Weak Supervision

Learning under Distributed Weak Supervision

3 June 2016

Franklin Schrans

Jonathan Passerat-Palmbach

Daniel Rueckert

Papers citing "Learning under Distributed Weak Supervision"

10 / 10 papers shown

Title
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 55 82 0 01 Jun 2022
Semi-supervised Identification and Mapping of Surface Water Extent using Street-level Monitoring Videos Ruoqian Wang Yang Ding 21 6 0 31 Jan 2022
Low Budget Active Learning via Wasserstein Distance: An Integer Programming Approach Rafid Mahmood Sanja Fidler M. Law 24 37 0 05 Jun 2021
Going to Extremes: Weakly Supervised Medical Image Segmentation H. Roth Ke Wang Ziyue Xu Xiaosong Wang Daguang Xu 21 60 0 25 Sep 2020
Color Recognition for Rubik's Cube Robot Sheng-lan Liu Dong Jiang Lin Feng Feilong Wang Zhanbo Feng Xiang Liu Shuai Guo Bingjun Li Yuchen Cong 25 4 0 11 Jan 2019
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren UQCV MedIm OOD 67 582 0 19 Jul 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 27 239 0 12 May 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis Veronika Cheplygina Marleen de Bruijne J. Pluim 21 745 0 17 Apr 2018
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 349 10,639 0 19 Feb 2017
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks Martin Rajchl M. J. Lee Ozan Oktay Konstantinos Kamnitsas Jonathan Passerat-Palmbach ... Mellisa Damodaram Mary A. Rutherford Joseph V. Hajnal Bernhard Kainz Daniel Rueckert 19 375 0 25 May 2016