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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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