Concepedia

Ilya Tolstikhin

IT

Statistics

Publications

13

Citations

2.7K

H-Index

13

Active since

2013

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Society

Google (United States)

Ilya Tolstikhin is an author at Max Planck Institute for Intelligent Systems specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceGenerative ModelsStatistical InferenceStatisticsPublic HealthComputer Vision

Publications per year

2013–2021

13

Publications

13

MLP-Mixer: An all-MLP Architecture for Vision

Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2021 · 1.4K citations · Full text

Event Camera, Convolutional Neural Network, Engineering +19

Wasserstein Auto-Encoders

Ilya Tolstikhin, Olivier Bousquet, Sylvain Gelly et al. · MPG.PuRe (Max Planck Society) · 2018 · 537 citations · Full text

Wasserstein Auto-Encoders

Ilya Tolstikhin, Olivier Bousquet, Sylvain Gelly et al. · arXiv (Cornell University) · 2017 · 191 citations · Full text

Wasserstein Auto-encoder, Engineering, Machine Learning +12

AdaGAN: Boosting Generative Models

Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet et al. · arXiv (Cornell University) · 2017 · 146 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

From optimal transport to generative modeling: the VEGAN cookbook

Olivier Bousquet, Sylvain Gelly, Ilya Tolstikhin et al. · arXiv (Cornell University) · 2017 · 99 citations · Full text

Engineering, Machine Learning, Autoencoders +18

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