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Munawar Hayat
Munawar Hayat
Verified email at qti.qualcomm.com - Homepage
Title
Cited by
Cited by
Year
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
19362022
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
13852022
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
12862021
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
10052017
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
5762020
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
5082021
Transformers in medical imaging: A survey
F Shamshad, S Khan, SW Zamir, MH Khan, M Hayat, FS Khan, H Fu
Medical Image Analysis, 102802, 2023
3922023
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
3142020
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
2282020
Random path selection for continual learning
J Rajasegaran, M Hayat, SH Khan, FS Khan, L Shao
Advances in neural information processing systems 32, 2019
2222019
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
2022019
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
1982014
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
1612019
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
1612019
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
1562020
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
1502014
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
1352022
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
1342022
Regularization of deep neural networks with spectral dropout
SH Khan, M Hayat, F Porikli
Neural Networks 110, 82-90, 2019
1122019
A discriminative representation of convolutional features for indoor scene recognition
SH Khan, M Hayat, M Bennamoun, R Togneri, FA Sohel
IEEE Transactions on Image Processing 25 (7), 3372-3383, 2016
1072016
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