Reproducible Subjective Evaluation

1 code implementation • 8 Mar 2022 • Max Morrison, Brian Tang, Gefei Tan, Bryan Pardo

ReSEval lets researchers launch A/B, ABX, Mean Opinion Score (MOS) and MUltiple Stimuli with Hidden Reference and Anchor (MUSHRA) tests on audio, image, text, or video data from a command-line interface or using one line of Python, making it as easy to run as objective evaluation.

Fairness Properties of Face Recognition and Obfuscation Systems

1 code implementation • 5 Aug 2021 • Harrison Rosenberg, Brian Tang, Kassem Fawaz, Somesh Jha

We answer this question with an analytical and empirical exploration of recent face obfuscation systems.

Face Recognition Fairness

Rearchitecting Classification Frameworks For Increased Robustness

no code implementations • 26 May 2019 • Varun Chandrasekaran, Brian Tang, Nicolas Papernot, Kassem Fawaz, Somesh Jha, Xi Wu

and how to design a classification paradigm that leverages these invariances to improve the robustness accuracy trade-off?

Autonomous Driving Classification +2