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Tim Salimans
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I'm a Machine Learning research scientist working on generative modeling, semi-supervised and unsupervised deep learning, and reinforcement learning. I'm most well known for my work on GANs, showing how they can be used for semi-supervised learning and how we can evaluate them using the Inception score, and for my work on VAEs. I did some of the early work in variational inference using reparameterization, for which I received the 2014 Lindley prize. I also like to tackle practical problems and I am the winner of multiple Kaggle competitions. I have a PhD from Erasmus University Rotterdam.
Papers35 papers
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ICLR 2021, (2021)
Jakub Swiatkowski, Kevin Roth, Bastiaan Veeling, Linh Tran, Joshua V Dillon, Jasper Snoek, Stephan Mandt,Tim Salimans, Rodolphe Jenatton,Sebastian Nowozin
ICML, pp.9289-9299, (2020)
Swiatkowski Jakub,Roth Kevin, Veeling Bastiaan S., Tran Linh, Dillon Joshua V.,Mandt Stephan, Snoek Jasper,Salimans Tim, Jenatton Rodolphe,Nowozin Sebastian
Wenzel Florian,Roth Kevin, Veeling Bastiaan S., Świątkowski Jakub, Tran Linh,Mandt Stephan, Snoek Jasper,Salimans Tim, Jenatton Rodolphe,Nowozin Sebastian
ICML, pp.10248-10259, (2020)
Tran Linh, Veeling Bastiaan S.,Roth Kevin, Swiatkowski Jakub, Dillon Joshua V., Snoek Jasper,Mandt Stephan,Salimans Tim,Nowozin Sebastian, Jenatton Rodolphe
NIPS 2020, (2020)
Sønderby Casper Kaae, Espeholt Lasse, Heek Jonathan, Dehghani Mostafa, Oliver Avital,Salimans Tim, Agrawal Shreya, Hickey Jason,Kalchbrenner Nal
Berner Christopher, Brockman Greg, Chan Brooke, Cheung Vicki, Dębiak Przemysław, Dennison Christy, Farhi David, Fischer Quirin, Hashme Shariq, Hesse Chris, Józefowicz Rafal,Gray Scott
arXiv: Learning, (2019)
pp.12 (2018)
ICLR, (2018)
arXiv: Learning, (2018)
URL https://s3-us-west-2. amazonaws. com/openai-assets/research-covers/language-unsupervised/languag..., (2018)
arXiv: Machine Learning, (2017)
Xi Chen,Diederik P. Kingma,Tim Salimans,Yan Duan, Prafulla Dhariwal,John Schulman,Ilya Sutskever,Pieter Abbeel
ICLR, (2017)
NIPS, pp.4736-4744, (2016)
neural information processing systems, (2016): 4743-4751
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