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Reducing Network Agnostophobia

Nov 09, 2018
Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult

* Neural Information Processing Systems (NIPS) 2018 

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Unconstrained Face Detection and Open-Set Face Recognition Challenge

Sep 25, 2018
Manuel Günther, Peiyun Hu, Christian Herrmann, Chi Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult

* This is an ERRATA version of the paper originally presented at the International Joint Conference on Biometrics. Due to a bug in our evaluation code, the results of the participants changed. The final conclusion, however, is still the same 

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LOTS about Attacking Deep Features

May 31, 2018
Andras Rozsa, Manuel Günther, Terrance E. Boult

* Accepted to the International Joint Conference on Biometrics (IJCB) 2017 

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Facial Attributes: Accuracy and Adversarial Robustness

Apr 20, 2018
Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult

* Pattern Recognition Letters, 2017, ISSN 0167-8655 
* arXiv admin note: text overlap with arXiv:1605.05411 

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Adversarial Robustness: Softmax versus Openmax

Aug 05, 2017
Andras Rozsa, Manuel Günther, Terrance E. Boult

* Accepted to British Machine Vision Conference (BMVC) 2017 

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AFFACT - Alignment-Free Facial Attribute Classification Technique

Aug 04, 2017
Manuel Günther, Andras Rozsa, Terrance E. Boult

* This is a pre-print of the original paper accepted for oral presentation at the International Joint Conference on Biometrics (IJCB) 2017 

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Toward Open-Set Face Recognition

May 19, 2017
Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult

* Accepted for Publication in CVPR 2017 Biometrics Workshop 

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A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions

Dec 02, 2016
Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult

* Pre-Print of a manuscript Accepted to IEEE Communications Surveys and Tutorials (COMST) on December 1, 2016 

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Are Accuracy and Robustness Correlated?

Dec 01, 2016
Andras Rozsa, Manuel Günther, Terrance E. Boult

* Accepted for publication at ICMLA 2016 

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MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes

Oct 21, 2016
Ethan Rudd, Manuel Günther, Terrance Boult

* Post-print of manuscript accepted to the European Conference on Computer Vision (ECCV) 2016 http://link.springer.com/chapter/10.1007%2F978-3-319-46454-1_2 

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Are Facial Attributes Adversarially Robust?

Sep 16, 2016
Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult

* Pre-print of article accepted to the International Conference on Pattern Recognition (ICPR) 2016. 7 pages total 

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