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Training a Better Loss Function for Image Restoration


Mar 26, 2021
Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk


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Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality


Dec 19, 2020
Aliaksei Mikhailiuk, Maria Perez-Ortiz, Dingcheng Yue, Wilson Suen, Rafal K. Mantiuk


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Noise-Aware Merging of High Dynamic Range Image Stacks without Camera Calibration


Sep 16, 2020
Param Hanji, Fangcheng Zhong, Rafal K. Mantiuk


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Transformation Consistency Regularization- A Semi-Supervised Paradigm for Image-to-Image Translation


Jul 15, 2020
Aamir Mustafa, Rafal K. Mantiuk

* Accepted at ECCV 2020 

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Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation


Oct 20, 2018
Jing Li, Rafal K. Mantiuk, Junle Wang, Suiyi Ling, Patrick Le Callet

* NIPS 2018 

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A practical guide and software for analysing pairwise comparison experiments


Dec 15, 2017
Maria Perez-Ortiz, Rafal K. Mantiuk

* Code available at https://github.com/mantiuk/pwcmp 

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High Dynamic Range Imaging Technology


Nov 30, 2017
Alessandro Artusi, Thomas Richter, Touradj Ebrahimi, Rafal K. Mantiuk

* IEEE Signal Processing Magazine ( Volume: 34, Issue: 5, Sept. 2017 ) 
* Lecture Notes 

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Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks


Oct 10, 2017
Nanyang Ye, Zhanxing Zhu, Rafal K. Mantiuk


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