Odena, Augustus

Self-Attention Generative Adversarial Networks

Zhang, H., Goodfellow, I., Metaxas, D., & Odena, A. (2018) · arXiv

Generative Adversarial Networks and Image SynthesisAdvanced Neural Network Applications

Cited by 3,353

Realistic Evaluation of Deep Semi-Supervised Learning Algorithms

Oliver, A., Odena, A., Raffel, C., Cubuk, E. D., & Goodfellow, I. J. (2018) · arXiv

Machine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning

Cited by 772

Program Synthesis with Large Language Models

Austin, J., Odena, A., Nye, M., Bosma, M., Michalewski, H., Dohan, D., Jiang, E., Cai, C., Terry, M., Le, Q., et al. (2021) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 388

Show Your Work: Scratchpads for Intermediate Computation with Language Models

Nye, M., Andreassen, A. J., Gur-Ari, G., Michalewski, H., Austin, J., Bieber, D., Dohan, D., Lewkowycz, A., Bosma, M., Luan, D., et al. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 144

Small-GAN: Speeding Up GAN Training Using Core-sets

Sinha, S., Zhang, H., Goyal, A., Bengio, Y., Larochelle, H., & Odena, A. (2019) · arXiv

Generative Adversarial Networks and Image SynthesisStochastic Gradient Optimization Techniques

Cited by 56