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Muhammad Awais

SiT: Self-supervised vIsion Transformer


Apr 08, 2021
Sara Atito, Muhammad Awais, Josef Kittler

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NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition


Mar 05, 2021
Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhenhua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler

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AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID


Jan 19, 2021
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid

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A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation


Oct 26, 2020
Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler

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ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles


Sep 07, 2020
Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu, Muhammad Awais, Josef Kittler

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Towards an Adversarially Robust Normalization Approach


Jun 19, 2020
Muhammad Awais, Fahad Shamshad, Sung-Ho Bae

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A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions


Feb 20, 2020
Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid

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* 12 pages including references, currently under review in IEEE transactions on Image Processing 
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Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising


Nov 29, 2018
Fahad Shamshad, Muhammad Awais, Muhammad Asim, Zain ul Aabidin Lodhi, Muhammad Umair, Ali Ahmed

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* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 
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Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks


Oct 23, 2018
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu

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* 11 pages, 6 figures, 6 tables 
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Medical Image Analysis using Convolutional Neural Networks: A Review


Sep 04, 2017
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Majid, Muhammad Awais, Majdi Alnowami

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3D Morphable Models as Spatial Transformer Networks


Aug 23, 2017
Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler

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* Accepted to ICCV 2017 2nd Workshop on Geometry Meets Deep Learning 
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Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild


Jun 01, 2017
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu

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Medical Image Retrieval using Deep Convolutional Neural Network


Mar 24, 2017
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid

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* Neurocomputing 2017 
 * Submitted to Neurocomputing 
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