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Munawar Hayat
Munawar Hayat
Qualcomm
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Transformers in vision: A survey
S Khan, M Naseer, M Hayat, SW Zamir, FS Khan, M Shah
ACM computing surveys (CSUR) 54 (10s), 1-41, 2022
25452022
Restormer: Efficient transformer for high-resolution image restoration
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
21312022
Multi-stage progressive image restoration
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang, L Shao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
16422021
Cost-sensitive learning of deep feature representations from imbalanced data
SH Khan, M Hayat, M Bennamoun, FA Sohel, R Togneri
IEEE transactions on neural networks and learning systems 29 (8), 3573-3587, 2017
10862017
Learning enriched features for real image restoration and enhancement
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang, L Shao
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
7332020
Intriguing properties of vision transformers
MM Naseer, K Ranasinghe, SH Khan, M Hayat, F Shahbaz Khan, ...
Advances in Neural Information Processing Systems 34, 23296-23308, 2021
6282021
Transformers in medical imaging: A survey
F Shamshad, S Khan, SW Zamir, MH Khan, M Hayat, FS Khan, H Fu
Medical Image Analysis 88, 102802, 2023
5922023
Cycleisp: Real image restoration via improved data synthesis
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang, L Shao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
3832020
A self-supervised approach for adversarial robustness
M Naseer, S Khan, M Hayat, FS Khan, F Porikli
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2802020
Random path selection for continual learning
J Rajasegaran, M Hayat, SH Khan, FS Khan, L Shao
Advances in neural information processing systems 32, 2019
2482019
Learning enriched features for fast image restoration and enhancement
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang, L Shao
IEEE transactions on pattern analysis and machine intelligence 45 (2), 1934-1948, 2022
2452022
Striking the right balance with uncertainty
S Khan, M Hayat, SW Zamir, J Shen, L Shao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2182019
Deep reconstruction models for image set classification
M Hayat, M Bennamoun, S An
IEEE transactions on pattern analysis and machine intelligence 37 (4), 713-727, 2014
2002014
Image super-resolution as a defense against adversarial attacks
A Mustafa, SH Khan, M Hayat, J Shen, L Shao
IEEE Transactions on Image Processing 29, 1711-1724, 2019
1922019
A robust volumetric transformer for accurate 3D tumor segmentation
H Peiris, M Hayat, Z Chen, G Egan, M Harandi
International conference on medical image computing and computer-assisted …, 2022
1832022
Adversarial defense by restricting the hidden space of deep neural networks
A Mustafa, S Khan, M Hayat, R Goecke, J Shen, L Shao
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
1802019
itaml: An incremental task-agnostic meta-learning approach
J Rajasegaran, S Khan, M Hayat, FS Khan, M Shah
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1772020
An efficient 3D face recognition approach using local geometrical signatures
Y Lei, M Bennamoun, M Hayat, Y Guo
Pattern recognition 47 (2), 509-524, 2014
1552014
Regularization of deep neural networks with spectral dropout
SH Khan, M Hayat, F Porikli
Neural Networks 110, 82-90, 2019
1312019
NTIRE 2023 challenge on efficient super-resolution: Methods and results
Y Li, Y Zhang, R Timofte, L Van Gool, L Yu, Y Li, X Li, T Jiang, Q Wu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
1242023
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