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TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition


May 15, 2021
Umar Khan, Sohaib Zahid, Muhammad Asad Ali, Adnan ul Hassan, Faisal Shafait

* to be published in ICDAR2021 , 15 pages , " packages and articles for this work and its extensions at http://umarky.com " , " official repository https://github.com/sohaib023/splerge-tab-aug?fbclid=IwAR37V79vDLMqLGcC5YCyqY_CsFYQRDZ1-wUMW7GJUYTzkf9oM1bZ25HPmgo

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Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets


Nov 28, 2020
Abdul Wahab, Muhammad Anas Tahir, Naveed Iqbal, Faisal Shafait, Syed Muhammad Raza Kazmi

* 8 pages, 13 figures, 5 tables. Submitted to IEEE Transactions on Power Systems, 2020 

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Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning


May 28, 2020
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed

* BMC medical informatics and decision making 19.1 (2019): 136 
* 16 Pages, 10 Figures 

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Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks


Jan 08, 2020
Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait

* Proceedings of the 15th International Conference on Document Analysis and Recognition (ICDAR) 2019, Sydney, Australia 

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Do Cross Modal Systems Leverage Semantic Relationships?


Sep 03, 2019
Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait

* Accepted to cross modal learning in real world in conjunction with ICCV 2019. arXiv admin note: text overlap with arXiv:1807.07364 

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An Open-World Extension to Knowledge Graph Completion Models


Jun 19, 2019
Haseeb Shah, Johannes Villmow, Adrian Ulges, Ulrich Schwanecke, Faisal Shafait

* 8 pages, accepted to AAAI-2019 

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Rethinking Table Parsing using Graph Neural Networks


May 31, 2019
Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait

* Accepted to ICDAR 2019 

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Converting a Common Document Scanner to a Multispectral Scanner


Apr 17, 2019
Zohaib Khan, Faisal Shafait, Ajmal Mian


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Distillation Techniques for Pseudo-rehearsal Based Incremental Learning


Jul 11, 2018
Haseeb Shah, Khurram Javed, Faisal Shafait


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Revisiting Distillation and Incremental Classifier Learning


Jul 08, 2018
Khurram Javed, Faisal Shafait

* 14 pages, 4 figures, open-source 

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Efficient Estimation of k for the Nearest Neighbors Class of Methods


Jun 13, 2016
Aleksander Lodwich, Faisal Shafait, Thomas Breuel

* Technical Report, 16p, alternative source: http://lodwich.net/Science.html 

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Sparseness helps: Sparsity Augmented Collaborative Representation for Classification


Nov 29, 2015
Naveed Akhtar, Faisal Shafait, Ajmal Mian

* 10 pages 

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Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification


Apr 01, 2015
Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal Mian


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Discriminative Bayesian Dictionary Learning for Classification


Mar 27, 2015
Naveed Akhtar, Faisal Shafait, Ajmal Mian

* 15 pages 

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Dense 3D Face Correspondence


Oct 19, 2014
Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 
* 24 Pages, 12 Figures, 6 Tables and 3 Algorithms 

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Multispectral Palmprint Encoding and Recognition


Feb 06, 2014
Zohaib Khan, Faisal Shafait, Yiqun Hu, Ajmal Mian

* Preliminary version of this manuscript was published in ICCV 2011. Z. Khan A. Mian and Y. Hu, "Contour Code: Robust and Efficient Multispectral Palmprint Encoding for Human Recognition", International Conference on Computer Vision, 2011. MATLAB Code available: https://sites.google.com/site/zohaibnet/Home/codes 

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