Augustus Odena
14 papers · 2017–2021 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Deep Learning
(9)
Machine Learning
(9)
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Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
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(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
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Optimization & Theory
(2)
Computer Science
(1)
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(1)
Keywords
generative adversarial network
(10)
image generation
(5)
inception score
(2)
spectral normalization
(2)
fid score
(2)
consistency regularization
(2)
program synthesis
(2)
neural network
(2)
property signature
(2)
local attention
(1)
supervised learning
(1)
data augmentation
(1)
image synthesis
(1)
conditional generation
(1)
sequence modeling
(1)
attention mechanism
(1)
approximate nearest neighbor
(1)
coreset selection
(1)
semi-supervised learning
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distribution shift
(1)
Papers
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
ICLR 2021
Improved Consistency Regularization for GANs
AAAI 2021
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
NeurIPS 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
NeurIPS 2020
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models
CVPR 2020
Discriminator Rejection Sampling
ICLR 2019
Self-Attention Generative Adversarial Networks
ICML 2019
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
ICML 2019
Is Generator Conditioning Causally Related to GAN Performance?
ICML 2018
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
NeurIPS 2018
Conditional Image Synthesis with Auxiliary Classifier GANs
ICML 2017