Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization

11 February 2021

Guido Gerig

Papers citing "Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization"

26 / 26 papers shown

Title
INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs Grzegorz Jacenków Alison Q. OÑeil Brian Mohr Sotirios A. Tsaftaris 30 9 0 21 Aug 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 286 236 0 16 Mar 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 106 314 0 06 Feb 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 137 976 0 23 Dec 2019
Adversarial Self-Defense for Cycle-Consistent GANs D. Bashkirova Ben Usman Kate Saenko GAN 36 43 0 05 Aug 2019
Multi-Stage Prediction Networks for Data Harmonization Stefano B. Blumberg M. Palombo Can Son Khoo C. Tax Ryutaro Tanno Daniel C. Alexander 34 20 0 26 Jul 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 89 797 0 25 Apr 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 98 126 0 22 Mar 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 137 2,682 0 18 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 98 147 0 07 Mar 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 36 48 0 26 Feb 2019
Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation Philipp Seeböck David Romo-Bucheli S. Waldstein Hrvoje Bogunović J. Orlando Bianca S. Gerendas Georg Langs U. Schmidt-Erfurth 37 26 0 24 Jan 2019
Sem-GAN: Semantically-Consistent Image-to-Image Translation A. Cherian Alan Sullivan 40 78 0 12 Jul 2018
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation Joseph Paul Cohen Margaux Luck S. Honari OOD MedIm 78 283 0 22 May 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 110 378 0 27 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 155 4,433 0 16 Feb 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 112 1,487 0 04 Jan 2018
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Shunxing Bao A. Assad R. Abramson Bennett A. Landman GAN MedIm 59 145 0 20 Dec 2017
CycleGAN, a Master of Steganography Casey Chu A. Zhmoginov Mark Sandler GAN 58 212 0 08 Dec 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 312 2,202 0 22 Sep 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 70 555 0 30 May 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 173 4,349 0 20 Mar 2017
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 303 4,569 0 13 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 661 27,303 0 02 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,917 0 18 May 2015