Heart rate estimation from facial videos for depression analysis. - Aamir Mustafa; Shalini Bhatia; Munawar Hayat; Roland Goecke (ACII, 2017)

Prediction and Localization of Student Engagement in the Wild. - Amanjot Kaur; Aamir Mustafa; Love Mehta; Abhinav Dhall (DICTA, 2018)

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. - Aamir Mustafa; Salman H. Khan 001; Munawar Hayat; Roland Goecke; Jianbing Shen; Ling Shao 001 (ICCV, 2019)

Transformation Consistency Regularization - A Semi-supervised Paradigm for Image-to-Image Translation. - Aamir Mustafa; Rafal K. Mantiuk (ECCV (18), 2020)

Image Super-Resolution as a Defense Against Adversarial Attacks. - Aamir Mustafa; Salman H. Khan 001; Munawar Hayat; Jianbing Shen; Ling Shao 001 (IEEE Trans. Image Process., 2020)

Training a Better Loss Function for Image Restoration. - Aamir Mustafa; Aliaksei Mikhailiuk; Dan-Andrei Iliescu; Varun Babbar; Rafal K. Mantiuk (CoRR, 2021)

Deeply Supervised Discriminative Learning for Adversarial Defense. - Aamir Mustafa; Salman H. Khan 001; Munawar Hayat; Roland Goecke; Jianbing Shen; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping. - Aamir Mustafa; Param Hanji; Rafal Mantiuk (CVMP, 2022)

A Comparative Study on the Loss Functions for Image Enhancement Networks. - Aamir Mustafa; Hongjie You; Rafal K. Mantiuk (LIM, 2022)

Training a Task-Specific Image Reconstruction Loss. - Aamir Mustafa; Aliaksei Mikhailiuk; Dan-Andrei Iliescu; Varun Babbar; Rafal K. Mantiuk (WACV, 2022)