Finding the Most Transferable Tasks for Brain Image Segmentation

Finding the Most Transferable Tasks for Brain Image Segmentation

3 January 2023

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Papers citing "Finding the Most Transferable Tasks for Brain Image Segmentation"

13 / 13 papers shown

Title
An Information-Theoretic Approach to Transferability in Task Transfer Learning Yajie Bao Yongni Li Shao-Lun Huang Lin Zhang Lizhong Zheng Amir Zamir Leonidas Guibas 71 122 0 20 Dec 2022
Transferability Estimation for Semantic Segmentation Task Yang Tan Yang Li Shao-Lun Huang 66 3 0 30 Sep 2021
The Federated Tumor Segmentation (FeTS) Challenge Sarthak Pati Ujjwal Baid M. Zenk Brandon Edwards Micah J. Sheller ... Lena Maier-Hein Jens Kleesiek Bjoern Menze Klaus Maier-Hein Spyridon Bakas FedML OOD 97 77 0 12 May 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations Yang Tan Yang Li Shao-Lun Huang OT OOD OODD 58 72 0 25 Mar 2021
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge Yue Sun Kun Gao Zhengwang Wu Zhihao Lei Ying Wei ... Weili Lin V. Jewells Gang Li Dinggang Shen Liwen Wang 60 71 0 04 Jul 2020
LEEP: A New Measure to Evaluate Transferability of Learned Representations Cuong V Nguyen Tal Hassner Matthias Seeger Cédric Archambeau 85 219 0 27 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 547 42,591 0 03 Dec 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 175 168 0 21 Aug 2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge Hugo J. Kuijf J. M. Biesbroek J. de Bresser R. Heinen Simon Andermatt ... Christopher P L H Chen W. M. van der Flier F. Barkhof M. Viergever G. Biessels 63 256 0 01 Apr 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 64 464 0 01 Apr 2019
Characterizing and Avoiding Negative Transfer Zirui Wang Zihang Dai Barnabás Póczós J. Carbonell 85 418 0 24 Nov 2018
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014