Augustus Odena

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Christopher OlahResearch Scientist, OpenAIVerified email at google.com
Ian GoodfellowVerified email at cs.stanford.edu
Colin RaffelUNC Chapel Hill and Google BrainVerified email at cs.unc.edu
Catherine OlssonOpen Philanthropy ProjectVerified email at mit.edu
Vincent DumoulinResearch ScientistVerified email at google.com
Jonathon ShlensGoogle ResearchVerified email at google.com
Ekin Dogus CubukGoogle BrainVerified email at fas.harvard.edu
Dimitris N. MetaxasDistinguished Professor of Computer Science, Rutgers UniversityVerified email at cs.rutgers.edu
Avital OliverGoogle BrainVerified email at aoliver.org
Honglak LeeLG AI Research / U. MichiganVerified email at umich.edu
Tom B BrownGoogle BrainVerified email at google.com
Zhengli ZhaoPh.D. in Computer ScienceVerified email at google.com
Samaneh AzadiPh.D. Candidate, UC BerkeleyVerified email at berkeley.edu
Zizhao ZhangGoogleVerified email at google.com
David G. AndersenProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Anirudh GoyalMila, Université de MontréalVerified email at umontreal.ca
Jacob BuckmanPhD Student, MilaVerified email at mail.mcgill.ca
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Dieterich LawsonStanford UniversityVerified email at stanford.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinVerified email at austin.utexas.edu

Augustus Odena

Research Scientist, Google Brain

Verified email at google.com - Homepage

program synthesis machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Conditional image synthesis with auxiliary classifier gans A Odena, C Olah, J Shlens ICML 2017, 2016	1802	2016
Self-attention generative adversarial networks H Zhang, I Goodfellow, D Metaxas, A Odena ICML 2019 (Long Talk), 2018	1538	2018
Deconvolution and checkerboard artifacts A Odena, V Dumoulin, C Olah Distill 1 (10), e3, 2016	890	2016
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms A Oliver, A Odena, C Raffel, ED Cubuk, IJ Goodfellow NIPS 2018 (Spotlight), 2018	444*	2018
Semi-supervised learning with generative adversarial networks A Odena Workshop on Data-Efficient Machine Learning (ICML 2016), 2016	431	2016
Tensorfuzz: Debugging neural networks with coverage-guided fuzzing A Odena, I Goodfellow ICML 2019 (Long Talk), 2018	128	2018
Is Generator Conditioning Causally Related to GAN Performance? A Odena, J Buckman, C Olsson, TB Brown, C Olah, C Raffel, I Goodfellow ICML 2018, 2018	73	2018
Discriminator rejection sampling S Azadi, C Olsson, T Darrell, I Goodfellow, A Odena ICLR 2019, 2018	65	2018
Consistency Regularization for Generative Adversarial Networks H Zhang, Z Zhang, A Odena, H Lee ICLR 2020, 2019	47	2019
Changing model behavior at test-time using reinforcement learning A Odena, D Lawson, C Olah ICLR 2017 (Workshop Track), 2017	29	2017
Open questions about generative adversarial networks A Odena Distill 4 (4), e18, 2019	26*	2019
Skill rating for generative models C Olsson, S Bhupatiraju, T Brown, A Odena, I Goodfellow arXiv preprint arXiv:1808.04888, 2018	25	2018
Faster Asynchronous SGD A Odena Workshop on Optimization Methods for the Next Generation of Machine Learning …, 2016	19	2016
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models G Daras, A Odena, H Zhang, AG Dimakis CVPR 2020, 2019	15	2019
Improved consistency regularization for gans Z Zhao, S Singh, H Lee, Z Zhang, A Odena, H Zhang AAAI 2021, 2020	13	2020
Small-GAN: Speeding Up GAN Training Using Core-sets S Sinha, H Zhang, A Goyal, Y Bengio, H Larochelle, A Odena ICML 2020, 2019	9	2019
Learning to Represent Programs with Property Signatures A Odena, C Sutton ICLR 2020, 2020	8	2020
Top-k training of gans: Improving gan performance by throwing away bad samples Z Zhao, S Sinha, A Goyal, C Raffel, A Odena arXiv preprint arXiv:2002.06224, 2020	5*	2020
Improving differentially private models with active learning Z Zhao, N Papernot, S Singh, N Polyzotis, A Odena arXiv preprint arXiv:1910.01177, 2019	2	2019
BUSTLE: Bottom-up program-Synthesis Through Learning-guided Exploration A Odena, K Shi, D Bieber, R Singh, C Sutton ICLR 2021 (Spotlight), 2020	1	2020

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