Boosted Generative Models

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Boosted Generative Models

27 February 2017

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Papers citing "Boosted Generative Models"

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Title
Binary Losses for Density Ratio Estimation Werner Zellinger 142 0 0 28 Jan 2025
NRGBoost: Energy-Based Generative Boosted Trees João Bravo 130 0 0 04 Oct 2024
Why GANs are overkill for NLP David Alvarez-Melis Vikas Garg Adam Tauman Kalai 60 2 0 19 May 2022
Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning Carl Qi Pieter Abbeel Aditya Grover OffRL 26 3 0 07 Apr 2022
Ensembles of GANs for synthetic training data generation Gabriel Eilertsen Apostolia Tsirikoglou Claes Lundström Jonas Unger MedIm 97 14 0 23 Apr 2021
DCTRGAN: Improving the Precision of Generative Models with Reweighting S. Diefenbacher E. Eren Gregor Kasieczka A. Korol Benjamin Nachman David Shih 78 44 0 03 Sep 2020
Telescoping Density-Ratio Estimation Benjamin Rhodes Kai Xu Michael U. Gutmann 175 97 0 22 Jun 2020
Gradient Boosted Normalizing Flows Robert Giaquinto A. Banerjee BDL DRL 16 1 0 27 Feb 2020
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 116 137 0 26 Oct 2019
Bridging the Gap Between $f$ -GANs and Wasserstein GANs Jiaming Song Stefano Ermon 105 40 0 22 Oct 2019
Understanding the Limitations of Variational Mutual Information Estimators Jiaming Song Stefano Ermon SSL DRL 85 204 0 14 Oct 2019
Greedy Convex Ensemble Thanh Tan Nguyen N. Ye Peter L. Bartlett 48 1 0 09 Oct 2019
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning Dong Liu Minh Thành Vu Saikat Chatterjee L. Rasmussen 34 2 0 31 Jul 2019
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting Aditya Grover Jiaming Song Alekh Agarwal Kenneth Tran Ashish Kapoor Eric Horvitz Stefano Ermon 92 125 0 23 Jun 2019
Boosting Generative Models by Leveraging Cascaded Meta-Models Fan Bao Hang Su Jun Zhu 26 1 0 11 May 2019
Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators Gonçalo Mordido Haojin Yang Christoph Meinel SyDa 98 49 0 30 Jul 2018
Variational Rejection Sampling Aditya Grover Ramki Gummadi Miguel Lazaro-Gredilla Dale Schuurmans Stefano Ermon BDL 126 32 0 05 Apr 2018
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova François Fleuret GAN 76 57 0 06 Dec 2017
AdaGAN: Boosting Generative Models Ilya O. Tolstikhin Sylvain Gelly Olivier Bousquet Carl-Johann Simon-Gabriel Bernhard Schölkopf GAN 100 226 0 09 Jan 2017