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Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance

Aug 05, 2020
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao


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Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer

Jul 07, 2020
Christian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran


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Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution

Jul 06, 2020
Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran


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Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation

Apr 03, 2020
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao

* Accepted to CVPR 2020 

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Revisiting Few-Shot Learning for Facial Expression Recognition

Dec 11, 2019
Anca-Nicoleta Ciubotaru, Arnout Devos, Behzad Bozorgtabar, Jean-Philippe Thiran, Maria Gabrani


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SROBB: Targeted Perceptual Loss for Single Image Super-Resolution

Aug 20, 2019
Mohammad Saeed Rad, Behzad Bozorgtabar, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran

* ICCV 2019 

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Benefiting from Multitask Learning to Improve Single Image Super-Resolution

Jul 29, 2019
Mohammad Saeed Rad, Behzad Bozorgtabar, Claudiu Musat, Urs-Viktor Marti, Max Basler, Hazim Kemal Ekenel, Jean-Philippe Thiran

* accepted at Neurocomputing (Special Issue on Deep Learning for Image Super-Resolution), 2019 

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Exploring Factors for Improving Low Resolution Face Recognition

Jul 25, 2019
Omid Abdollahi Aghdam, Behzad Bozorgtabar, Hazım Kemal Ekenel, Jean-Philippe Thiran

* CVPR Workshop on Biometrics 2019 

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Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis

May 17, 2019
Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran

* 8 pages, 8 figures, 5 tables, accepted by FG 2019. arXiv admin note: substantial text overlap with arXiv:1905.00286 

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Learn to synthesize and synthesize to learn

May 01, 2019
Behzad Bozorgtabar, Mohammad Saeed Rad, Hazım Kemal Ekenel, Jean-Philippe Thiran

* Accepted to Computer Vision and Image Understanding (CVIU) 

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Informative sample generation using class aware generative adversarial networks for classification of chest Xrays

Apr 30, 2019
Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Phillipe Thiran, Mauricio Reyes


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Progressive Generative Adversarial Networks for Medical Image Super resolution

Feb 18, 2019
Dwarikanath Mahapatra, Behzad Bozorgtabar

* NA 

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Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks

Nov 12, 2018
Guillaume Jaume, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran, Maria Gabrani

* NIPS 2018, Relational Representation Learning Workshop 

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Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network

Jun 22, 2018
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Mauricio Reyes

* Accepted to MICCAI 2018 

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Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution

May 21, 2018
Dwarikanath Mahapatra, Behzad Bozorgtabar

* Accepted in MICCAI 2017 conference 

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