Augustus Odena

1. Program Synthesis with Large Language Models
   2021/08/16 by Jacob Austin, Augustus Odena, Austin, Jacob +21 · 1 voice · 647 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
2. Self-Attention Generative Adversarial Networks
   2018/05/21 by Han Zhang, Zhang, Han, Ian Goodfellow +5 · 3 voices · 163 citations
   Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications
3. Conditional Image Synthesis With Auxiliary Classifier GANs
   2016/10/30 by Augustus Odena, Odena, Augustus, Christopher Olah +3 · 245 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Computer Science · #Cell Image Analysis Techniques #Image Processing Techniques and Applications #Advanced Image Processing Techniques
4. TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
   2018/07/28 by Augustus Odena, Odena, Augustus, Ian Goodfellow +1 · 2 voices · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Software Testing and Debugging Techniques #cs.LG #stat.ML
5. Show Your Work: Scratchpads for Intermediate Computation with Language Models
   2021/11/30 by Maxwell Nye, Nye, Maxwell, Anders Andreassen +22 · 90 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
6. Consistency Regularization for Generative Adversarial Networks
   2019/10/26 by Han Zhang, Zhang, Han, Zizhao Zhang +5 · 3 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Small-GAN: Speeding Up GAN Training Using Core-sets
   2019/10/29 by Samarth Sinha, Sinha, Samarth, Han Zhang +9 · 5 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications #Human Pose and Action Recognition
8. SMYRF: Efficient Attention using Asymmetric Clustering
   2020/10/11 by Giannis Daras, Daras, Giannis, Nikita Kitaev +5 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
9. Learnability and Complexity of Quantum Samples
   2020/10/22 by Murphy Yuezhen Niu, Andrew M. Dai, Niu, Murphy Yuezhen +13 · 2 citations
   Computer Science · #Algorithms and Data Compression #Computability, Logic, AI Algorithms #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Quantum Physics (quant-ph)
10. Changing Model Behavior at Test-Time Using Reinforcement Learning
    2017/02/24 by Augustus Odena, Dieterich Lawson, Odena, Augustus +3 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Machine Learning and Algorithms