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Munawar Hayat
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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
6462017
Transformers in vision: A survey
S Khan, M Naseer, M Hayat, SW Zamir, FS Khan, M Shah
ACM Computing Surveys (CSUR), 2021
3092021
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
1732014
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
1672021
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
1302014
Learning enriched features for real image restoration and enhancement
SW Zamir, A Arora, S Khan, M Hayat, FS Khan, MH Yang, L Shao
European Conference on Computer Vision, 492-511, 2020
1112020
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
1052019
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
1032020
Learning Non-Linear Reconstruction Models for Image Set Classification
M Hayat, M Bennamoun, S An
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
912014
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
812016
A two-phase weighted collaborative representation for 3D partial face recognition with single sample
Y Lei, Y Guo, M Hayat, M Bennamoun, X Zhou
Pattern Recognition 52, 218-237, 2016
812016
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
752019
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
742019
Regularization of deep neural networks with spectral dropout
SH Khan, M Hayat, F Porikli
Neural Networks 110, 82-90, 2019
672019
Intriguing properties of vision transformers
MM Naseer, K Ranasinghe, SH Khan, M Hayat, F Shahbaz Khan, ...
Advances in Neural Information Processing Systems 34, 2021
642021
A spatial layout and scale invariant feature representation for indoor scene classification
M Hayat, SH Khan, M Bennamoun, S An
IEEE Transactions on Image Processing 25 (10), 4829-4841, 2016
632016
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
612020
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
552020
Random path selection for continual learning
J Rajasegaran, M Hayat, SH Khan, FS Khan, L Shao
Advances in Neural Information Processing Systems 32, 2019
512019
An automatic framework for textured 3D video-based facial expression recognition
M Hayat, M Bennamoun
IEEE Transactions on Affective Computing 5 (3), 301-313, 2014
512014
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