Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data

25 October 2021

Papers citing "Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data"

20 / 20 papers shown

Title
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images Ayaan Haque A. Imran Adam S. Wang Demetri Terzopoulos SSL 14 10 0 28 Oct 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 41 298 0 09 Jun 2020
Progressive Adversarial Semantic Segmentation A. Imran Demetri Terzopoulos MedIm 27 6 0 08 May 2020
Partly Supervised Multitask Learning A. Imran Chao Huang Hui Tang Wei Fan Yuan Xiao Dingjun Hao Zhen Qian D. Terzopoulos 26 12 0 05 May 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 120 3,508 0 21 Jan 2020
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation Yu Zeng Yunzhi Zhuge Huchuan Lu Lihe Zhang 44 177 0 09 Sep 2019
Semi-Supervised Multi-Task Learning With Chest X-Ray Images A. Imran Demetri Terzopoulos SSL MedIm 9 32 0 10 Aug 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 30 85 0 05 Jun 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 114 3,009 0 06 May 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 49 1,624 0 07 Mar 2019
Joint segmentation and classification of retinal arteries/veins from fundus images Fantin Girard C. Kavalec Farida Cheriet 28 97 0 04 Mar 2019
3D MRI brain tumor segmentation using autoencoder regularization Andriy Myronenko 52 1,033 0 27 Oct 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 54 195 0 04 Jun 2018
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 36 1,040 0 04 Sep 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 85 2,817 0 15 Jun 2017
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning Dingwen Zhang Deyu Meng Long Zhao Junwei Han WSOD 51 87 0 03 Mar 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 321 8,999 0 10 Jun 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 873 76,547 0 18 May 2015
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 103 7,252 0 20 Dec 2013
Domain Adaptations for Computer Vision Applications Oscar Beijbom OOD 50 39 0 20 Nov 2012