Munawar Hayat
Title
Cited by
Cited by
Year
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
5152017
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
1672014
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
1282014
Transformers in vision: A survey
S Khan, M Naseer, M Hayat, SW Zamir, FS Khan, M Shah
arXiv preprint arXiv:2101.01169, 2021
1092021
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
852014
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
762019
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
712016
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
702016
Regularization of deep neural networks with spectral dropout
SH Khan, M Hayat, F Porikli
Neural Networks 110, 82-90, 2019
592019
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
582019
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
562020
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
522016
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
492019
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
482020
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
482014
An RGB–D based image set classification for robust face recognition from Kinect data
M Hayat, M Bennamoun, AA El-Sallam
Neurocomputing 171, 889-900, 2016
432016
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
422021
Anatomical significance in aortoiliac occlusive disease
C Wooten, M Hayat, M du Plessis, A Cesmebasi, M Koesterer, KP Daly, ...
Clinical Anatomy 27 (8), 1264-1274, 2014
402014
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
382020
Random path selection for continual learning
J Rajasegaran, M Hayat, SH Khan, FS Khan, L Shao
342019
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