--- references: - id: BardesVICReg2022 accessed: - year: 2022 month: 12 day: 6 author: - family: Bardes given: Adrien - family: Ponce given: Jean - family: LeCun given: Yann citation-key: BardesVICReg2022 DOI: 10.48550/arXiv.2105.04906 issued: - year: 2022 month: 1 day: 28 number: arXiv:2105.04906 publisher: arXiv title: >- VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning type: article URL: http://arxiv.org/abs/2105.04906 - id: CheYour2020 accessed: - year: 2021 month: 6 day: 7 author: - family: Che given: Tong - family: Zhang given: Ruixiang - family: Sohl-Dickstein given: Jascha - family: Larochelle given: Hugo - family: Paull given: Liam - family: Cao given: Yuan - family: Bengio given: Yoshua citation-key: CheYour2020 container-title: arXiv:2003.06060 [cs, stat] issued: - year: 2020 month: 3 day: 23 title: >- Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling type: article-journal URL: http://arxiv.org/abs/2003.06060 - id: CliffordMarkov1990 author: - family: Clifford given: P citation-key: CliffordMarkov1990 container-title: 'Disorder in Physical Systems: A Volume in Honour of John Hammersley' editor: - family: Grimmett given: G. R. - family: Welsh given: D. J. A. event-place: 'Oxford England : New York' ISBN: 978-0-19-853215-6 issued: - year: 1990 month: 3 day: 22 language: English publisher: Oxford University Press publisher-place: 'Oxford England : New York' title: Markov random fields in statistics type: chapter - id: HintonPractical2010 accessed: - year: 2014 month: 5 day: 22 author: - family: Hinton given: Geoffrey citation-key: HintonPractical2010 collection-number: '7700' collection-title: Lecture Notes in Computer Science container-title: 'Neural Networks: Tricks of the Trade' ISBN: 978-3-642-35288-1 978-3-642-35289-8 issued: - year: 2010 page: '926' publisher: Springer Berlin Heidelberg title: A practical guide to training restricted Boltzmann machines type: chapter URL: http://www.csri.utoronto.ca/~hinton/absps/guideTR.pdf volume: '9' - id: LeCunTutorial2006 accessed: - year: 2014 month: 5 day: 22 author: - family: LeCun given: Yann - family: Chopra given: Sumit - family: Hadsell given: Raia - family: Ranzato given: M. - family: Huang given: F. citation-key: LeCunTutorial2006 container-title: Predicting structured data issued: - year: 2006 title: A tutorial on energy-based learning type: chapter URL: http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf - id: MontavonWasserstein2016 author: - family: Montavon given: Grégoire - family: Müller given: Klaus-Robert - family: Cuturi given: Marco citation-key: MontavonWasserstein2016 container-title: Advances in Neural Information Processing Systems 29 editor: - family: Lee given: D. D. - family: Sugiyama given: M. - family: Luxburg given: U. V. - family: Guyon given: I. - family: Garnett given: R. issued: - year: 2016 page: 3711–3719 publisher: Curran Associates, Inc. title: Wasserstein Training of Restricted Boltzmann Machines type: chapter URL: >- http://papers.nips.cc/paper/6248-wasserstein-training-of-restricted-boltzmann-machines.pdf - id: PollardHammersleyClifford2004 author: - family: Pollard given: Dave citation-key: PollardHammersleyClifford2004 issued: - year: 2004 month: 2 day: 15 title: Hammersley-Clifford theorem for Markov random fields type: report - id: SalakhutdinovLearning2015 accessed: - year: 2016 month: 3 day: 23 author: - family: Salakhutdinov given: Ruslan citation-key: SalakhutdinovLearning2015 container-title: Annual Review of Statistics and Its Application DOI: 10.1146/annurev-statistics-010814-020120 issue: '1' issued: - year: 2015 page: 361-385 title: Learning Deep Generative Models type: article-journal volume: '2' ...