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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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international conference on learning representations, (2021)
Bibtex
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)
EIBibtex
Swiatkowski Jakub,Roth Kevin, Veeling Bastiaan S., Tran Linh, Dillon Joshua V.,Mandt Stephan, Snoek Jasper,Salimans Tim, Jenatton Rodolphe,Nowozin Sebastian
Bibtex
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)
EIBibtex
Tran Linh, Veeling Bastiaan S.,Roth Kevin, Swiatkowski Jakub, Dillon Joshua V., Snoek Jasper,Mandt Stephan,Salimans Tim,Nowozin Sebastian, Jenatton Rodolphe
Bibtex
NIPS 2020, (2020)
Cited by6EIBibtex
Sønderby Casper Kaae, Espeholt Lasse, Heek Jonathan, Dehghani Mostafa, Oliver Avital,Salimans Tim, Agrawal Shreya, Hickey Jason,Kalchbrenner Nal
Cited by23Bibtex
Cited by25Bibtex
Berner Christopher, Brockman Greg, Chan Brooke, Cheung Vicki, Dębiak Przemysław, Dennison Christy, Farhi David, Fischer Quirin, Hashme Shariq, Hesse Chris, Józefowicz Rafal,Gray Scott
Cited by224Bibtex
arXiv: Learning, (2019)
Cited by17EIBibtex
pp.12 (2018)
Cited by2183Bibtex
ICLR, (2018)
Cited by149EIBibtex
arXiv: Learning, (2018)
Cited by1EIBibtex
URL https://s3-us-west-2. amazonaws. com/openai-assets/research-covers/language-unsupervised/languag..., (2018)
Cited by65Bibtex
arXiv: Machine Learning, (2017)
Cited by782EIBibtex
Xi Chen,Diederik P. Kingma,Tim Salimans,Yan Duan, Prafulla Dhariwal,John Schulman,Ilya Sutskever,Pieter Abbeel
ICLR, (2017)
Cited by431EIBibtex
NIPS, pp.4736-4744, (2016)
Cited by16EIBibtex
neural information processing systems, (2016): 4743-4751
Cited by981EIBibtex
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