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Augustus Odena

14 papers · 2017–2021 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ‘‘ Triple Crown πŸ”₯ Unstoppable (5) ⚑ Prolific Year (6) πŸ’Ž Century Club (14) ❓ The Questioner

Conferences

ICML (5) ICLR (4) NIPS (3) AAAI (1) CVPR (1)

Top co-authors

Ian Goodfellow (5) Han Zhang (5) Catherine Olsson (3) Zizhao Zhang (2) Giannis Daras (2) Samarth Sinha (2) Charles Sutton (2) Honglak Lee (2) Colin A Raffel (2) Zhengli Zhao (2)

Keywords

generative adversarial network (8) image generation (3) fid score (2) sequence modeling (1) image synthesis (1) local attention (1) semi-supervised learning (1) natural language processing (1) coreset selection (1) attention mechanism (1) training efficiency (1) conditional generation (1) locality sensitive hashing (1) distribution shift (1) approximate nearest neighbor (1) anomaly detection (1) condition number (1) balanced clustering (1) deep neural network (1) benchmark evaluation (1)

Papers

Improved Consistency Regularization for GANs AAAI 2021
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration ICLR 2021
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples NIPS 2020
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models CVPR 2020
Consistency Regularization for Generative Adversarial Networks ICLR 2020
Learning to Represent Programs with Property Signatures ICLR 2020
Small-GAN: Speeding up GAN Training using Core-Sets ICML 2020
SMYRF - Efficient Attention using Asymmetric Clustering NIPS 2020
Discriminator Rejection Sampling ICLR 2019
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing ICML 2019
Self-Attention Generative Adversarial Networks ICML 2019
Is Generator Conditioning Causally Related to GAN Performance? ICML 2018
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS 2018
Conditional Image Synthesis with Auxiliary Classifier GANs ICML 2017