AO
Augustus Odena
cs.LGstat.MLcs.CVcs.PLcs.CCcs.NEquant-ph
On Valency
published · living versionsW_33kfewqy·v1 · currentpublished
Conditional Image Synthesis With Auxiliary Classifier GANs
with Christopher Olah, Jonathon Shlens
1 version
Preprints & journals
22 papers in the corpus · 2016–2021BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration2007.14381v3 · Augustus Odena, Kensen Shi, David Bieber et al.2020 · 5 citationsarXiv
Show Your Work: Scratchpads for Intermediate Computation with Language Models2112.00114v1 · Maxwell Nye, Anders Johan Andreassen, Guy Gur-Ari et al.2021 · 145 citationsarXiv
Program Synthesis with Large Language Models2108.07732v1 · Jacob Austin, Augustus Odena, Maxwell Nye et al.2021 · 28 citationsarXiv
Improved Consistency Regularization for GANs2002.04724v2 · Zhengli Zhao, Sameer Singh, Honglak Lee et al.2020 · 127 citationsarXiv
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples2002.06224v4 · Samarth Sinha, Zhengli Zhao, Anirudh Goyal et al.2020 · 28 citationsarXiv
Learnability and Complexity of Quantum Samples2010.11983v1 · Murphy Yuezhen Niu, Andrew M. Dai, Li Li et al.2020 · 5 citationsarXiv
SMYRF: Efficient Attention using Asymmetric Clustering2010.05315v1 · Giannis Daras, Nikita Kitaev, Augustus Odena et al.2020 · 2 citationsarXiv
Learning to Represent Programs with Property Signatures2002.09030v1 · Augustus Odena, Charles Sutton2020 · 17 citationsarXiv
Consistency Regularization for Generative Adversarial Networks1910.12027v2 · Han Zhang, Zizhao Zhang, Augustus Odena et al.2019 · 47 citationsarXiv
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models1911.12287v2 · Giannis Daras, Augustus Odena, Han Zhang et al.2019 · 69 citationsarXiv
Small-GAN: Speeding Up GAN Training Using Core-sets1910.13540v1 · Samarth Sinha, Han Zhang, Anirudh Goyal et al.2019 · 42 citationsarXiv
Improving Differentially Private Models with Active Learning1910.01177v1 · Zhengli Zhao, Nicolas Papernot, Sameer Singh et al.2019 · 2 citationsarXiv
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms1804.09170v4 · Avital Oliver, Augustus Odena, Colin Raffel et al.2018 · 205 citationsNeurIPS 2018 Proceedings
Self-Attention Generative Adversarial Networks1805.08318v2 · Han Zhang, Ian Goodfellow, Dimitris Metaxas et al.2018 · 2,595 citationsarXiv
Discriminator Rejection Sampling1810.06758v3 · Samaneh Azadi, Catherine Olsson, Trevor Darrell et al.2018 · 26 citationsarXiv
Skill Rating for Generative Models1808.04888v1 · Catherine Olsson, Surya Bhupatiraju, Tom Brown et al.2018 · 23 citationsarXiv
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing1807.10875v1 · Augustus Odena, Ian Goodfellow2018 · 134 citationsarXiv
Is Generator Conditioning Causally Related to GAN Performance?1802.08768v2 · Augustus Odena, Jacob Buckman, Catherine Olsson et al.2018 · 48 citationsarXiv
Conditional Image Synthesis With Auxiliary Classifier GANs1610.09585v4 · Augustus Odena, Christopher Olah, Jonathon Shlens2016 · 2,033 citationsarXivon Valency
Changing Model Behavior at Test-Time Using Reinforcement Learning1702.07780v1 · Augustus Odena, Dieterich Lawson, Christopher Olah2017 · 18 citationsarXiv
Semi-Supervised Learning with Generative Adversarial Networks1606.01583v2 · Augustus Odena2016 · 541 citationsarXiv
Faster Asynchronous SGD1601.04033v1 · Augustus Odena2016 · 15 citationsarXiv
Career total: 28 works. 22 are in this corpus.
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