Aamir Mustafa

According to our database, Aamir Mustafa authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Training a Task-Specific Image Reconstruction Loss.

Aamir Mustafa, Aliaksei Mikhailiuk, Dan-Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Comparative Study on the Loss Functions for Image Enhancement Networks.

Aamir Mustafa, Hongjie You, Rafal K. Mantiuk

Proceedings of the London Imaging Meeting 2022: Display Science, 2022

Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping.

Aamir Mustafa, Param Hanji, Rafal Mantiuk

Proceedings of the European Conference on Visual Media Production, 2022

2021

Deeply Supervised Discriminative Learning for Adversarial Defense.

Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Training a Better Loss Function for Image Restoration.

Aamir Mustafa, Aliaksei Mikhailiuk, Dan-Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk

CoRR, 2021

2020

Image Super-Resolution as a Defense Against Adversarial Attacks.

Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao

IEEE Trans. Image Process., 2020

Transformation Consistency Regularization - A Semi-supervised Paradigm for Image-to-Image Translation.

Aamir Mustafa, Rafal K. Mantiuk

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks.

Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Prediction and Localization of Student Engagement in the Wild.

Amanjot Kaur, Aamir Mustafa, Love Mehta, Abhinav Dhall

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

Heart rate estimation from facial videos for depression analysis.

Aamir Mustafa, Shalini Bhatia, Munawar Hayat, Roland Goecke

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017