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Aamir Mustafa
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Image super-resolution as a defense against adversarial attacks
A Mustafa, SH Khan, M Hayat, J Shen, L Shao
IEEE Transactions on Image Processing (TIP), 2019
1582019
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks
A Mustafa, SH Khan, M Hayat, R Goecke, J Shen, L Shao
International Conference on Computer Vision (ICCV), 2019
1552019
Transformation Consistency Regularization-A Semi-Supervised Paradigm for Image-to-Image Translation
A Mustafa, RK Mantiuk
European Conference on Computer Vision (ECCV) 2020, 2020
1452020
Prediction and localization of student engagement in the wild
A Kaur, A Mustafa, L Mehta, A Dhall
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2018
1012018
Prediction and localization of student engagement in the wild
A Mustafa, A Kaur, L Mehta, A Dhall
Digital Image Computing: Techniques and Applications (DICTA), 2018 …, 2018
51*2018
Deeply Supervised Discriminative Learning for Adversarial Defense
A Mustafa, SH Khan, M Hayat, R Goecke, J Shen, L Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
362020
Training a Task-Specific Image Reconstruction Loss
A Mustafa, A Mikhailiuk, DA Iliescu, V Babbar, RK Mantiuk
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
20*2022
Distilling style from image pairs for global forward and inverse tone mapping
A Mustafa, P Hanji, R Mantiuk
Proceedings of the 19th ACM SIGGRAPH European Conference on Visual Media …, 2022
72022
Heart rate estimation from facial videos for depression analysis
A Mustafa, S Bhatia, M Hayat, R Goecke
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
62017
A Comparative Study on the Loss Functions for Image Enhancement Networks
A Mustafa, H You, RK Mantiuk
London Imaging Meeting 3 (1), 11-15, 2022
32022
Prediction and localization of student engagement in the wild
A Dhall, A Kaur, A Mustafa, L Mehta
2021
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Articles 1–11