82 citations · 90 across the 10 of their papers we have counts for
4 papers
Reducing Network Agnostophobia
Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult
Agnostophobia, the fear of the unknown, can be experienced by deep learning engineers while applying their networks to real-world applications. Unfortunately, network behavior is n…
Adversarial Robustness: Softmax versus Openmax
Andras Rozsa, Manuel Günther, Terrance E. Boult
Deep neural networks (DNNs) provide state-of-the-art results on various tasks and are widely used in real world applications. However, it was discovered that machine learning model…
Toward Open-Set Face Recognition
Manuel Günther, Steve Cruz, Ethan M. Rudd +1
Much research has been conducted on both face identification and face verification, with greater focus on the latter. Research on face identification has mostly focused on using cl…
PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses
Ethan M. Rudd, Manuel Gunther, Terrance E. Boult
For applications such as airport border control, biometric technologies that can process many capture subjects quickly, efficiently, with weak supervision, and with minimal discomf…