Diversity in Faces

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Diversity in Faces

29 January 2019

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Papers citing "Diversity in Faces"

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Title
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML OOD CVBM 68 42 0 04 Dec 2019
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets N. M. Kinyanjui Timothy Odonga C. Cintas Noel Codella Yikang Shen P. Sattigeri Kush R. Varshney 69 49 0 29 Oct 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 601 4,414 0 23 Aug 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 137 1,613 0 18 Jun 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 157 482 0 28 May 2019
Speech2Face: Learning the Face Behind a Voice Tae-Hyun Oh Tali Dekel Changil Kim Inbar Mosseri William T. Freeman Michael Rubinstein Wojciech Matusik SSL CVBM 112 164 0 23 May 2019
Unified Adversarial Invariance Ayush Jaiswal Yuehua Wu Wael AbdAlmageed Premkumar Natarajan CML 56 10 0 07 May 2019
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets Chris Dulhanty A. Wong 74 42 0 03 May 2019
Discovering Fair Representations in the Data Domain Novi Quadrianto V. Sharmanska Oliver Thomas 71 3 0 15 Oct 2018