Fairness GAN

24 May 2018

P. Sattigeri

Samuel C. Hoffman

Vijil Chenthamarakshan

Kush R. Varshney

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Papers citing "Fairness GAN"

25 / 25 papers shown

Title
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 74 18 0 28 Feb 2024
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 74 1,094 0 06 Mar 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 284 678 0 17 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 115 4,421 0 16 Feb 2018
cGANs with Projection Discriminator Takeru Miyato Masanori Koyama GAN 36 768 0 15 Feb 2018
Mitigating Unwanted Biases with Adversarial Learning B. Zhang Blake Lemoine Margaret Mitchell FaML 63 1,373 0 22 Jan 2018
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations Alex Beutel Jilin Chen Zhe Zhao Ed H. Chi FaML 55 442 0 01 Jul 2017
From Parity to Preference-based Notions of Fairness in Classification Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi Adrian Weller FaML 47 209 0 30 Jun 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 57 78 0 28 May 2017
Geometric GAN Jae Hyun Lim J. C. Ye GAN 35 516 0 08 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 71 9,509 0 31 Mar 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 61 1,721 0 31 Dec 2016
Invertible Conditional GANs for image editing Guim Perarnau Joost van de Weijer Bogdan Raducanu J. Álvarez GAN 63 648 0 19 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 180 5,323 0 03 Nov 2016
Learning to Pivot with Adversarial Networks Gilles Louppe Michael Kagan Kyle Cranmer 36 227 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 66 2,518 0 02 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 355 3,201 0 30 Oct 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 271 1,160 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 65 4,276 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 69 1,762 0 19 Sep 2016
A Confidence-Based Approach for Balancing Fairness and Accuracy Benjamin Fish Jeremy Kun Á. Lelkes FaML 90 248 0 21 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 901 192,638 0 10 Dec 2015
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 37 504 0 18 Nov 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 162 8,351 0 28 Nov 2014
Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining S. Hajian AI4TS FaML 48 13 0 28 Jun 2013