Non-parametric estimation of Jensen-Shannon Divergence in Generative
Adversarial Network training

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Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training

25 May 2017

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Papers citing "Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training"

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Title
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks R. Ramachandranpillai Md Fahim Sikder David Bergstrom Fredrik Heintz SyDa 284 10 0 21 Apr 2024
Matching aggregate posteriors in the variational autoencoderInternational Conference on Pattern Recognition (ICPR), 2023 Surojit Saha Sarang Joshi Ross T. Whitaker DRL 199 5 0 13 Nov 2023
EVHA: Explainable Vision System for Hardware Testing and Assurance -- An OverviewACM Journal on Emerging Technologies in Computing Systems (JETC), 2022 Md. Mahfuz Al Hasan MD Tahsin Mostafiz Thomas An Le Jake Julia Nidish Vashistha S. Taheri Navid Asadizanjani 74 7 0 20 Jul 2022
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic ScenesIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Artem Savkin Federico Tombari 154 1 0 26 May 2021
Towards A Multi-agent System for Online Hate Speech Detection Gaurav Sahu R. Cohen Olga Vechtomova 181 11 0 03 May 2021
GENs: Generative Encoding NetworksMachine-mediated learning (ML), 2020 Surojit Saha Shireen Y. Elhabian Ross T. Whitaker GAN 129 9 0 28 Oct 2020
Sample weighting as an explanation for mode collapse in generative adversarial networks Aksel Wilhelm Wold Eide Eilif Solberg I. Kåsen GAN 74 3 0 05 Oct 2020
On the Implicit Assumptions of GANs Ke Li Jitendra Malik GAN 70 17 0 29 Nov 2018
Implicit Maximum Likelihood Estimation Ke Li Jitendra Malik 151 100 0 24 Sep 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 241 43 0 18 Jun 2018
Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN Xu Chen Jiang Wang Hao Ge GAN 148 14 0 06 Feb 2018
On the Discrimination-Generalization Tradeoff in GANs Pengchuan Zhang Qiang Liu Dengyong Zhou Tao Xu Xiaodong He 129 108 0 07 Nov 2017