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Despite having been studied to a great extent, the task of conditional generation of sequences of frames, or videos, remains extremely challenging.
Beitrag zur naherungsweisen integration totaler differentialgleichungen
Wilhelm Kutta · 1901
Earlier work this paper cites.
The mathematical theory of optimal processes
LS Pontyagin, VG Boltyanskii, RV Gamkrelidze, and EF Mishchenko · 1962
Earlier work this paper cites.
Solving ordinary, differential equations i, nonstiff problems/e. hairer, sp norsett, g. wanner, with 135 figures, vol.: 1
E Hairer, SP Norsett, and G Wanner · 2000
Earlier work this paper cites.
Matematica numerica 2a edizione, 2000
Alfio Quarteroni, Riccardo Sacco, Fausto Saleri, and P Gervasio · 2000
Earlier work this paper cites.
Recognizing human actions: a local svm approach
C. Schuldt, I. Laptev, and B. Caputo · 2004
Earlier work this paper cites.
Numerical recipes 3rd edition: The art of scientific computing
William H Press, Saul A Teukolsky, William T Vetterling, and Brian P Flannery · 2007
Earlier work this paper cites.
Visualizing data using t-SNE
Laurens van der Maaten and Geoffrey Hinton · 2008
Earlier work this paper cites.
Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
Earlier work this paper cites.
Stochastic backpropagation and approximate inference in deep generative models
Danilo Jimenez Rezende, Shakir Mohamed, and Daan Wierstra · 2014
Earlier work this paper cites.
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Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, and Sergey Levine · 2018
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Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, and David Duvenaud · 2018
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Umap: Uniform manifold approximation and projection
Leland McInnes, Jasmine Healy, Nathaniel Saul, and Lukas Großberger · 2018
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The kinetics human action video dataset
Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, and Andrew Zisserman · 2017
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Deep learning for extreme weather detection
Mr Prabhat, Evan Racah, Jim Biard, Yunjie Liu, Mayur Mudigonda, Karthik Kashinath, Christopher Beckham, Tegan Maharaj, Samira Kahou, Chris Pal, et al · 2017
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Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Improved conditional vrnns for video prediction
Lluís Castrejón, Nicolas Ballas, and Aaron C. Courville · 2019
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Aidan Clark, Jeff Donahue, and Karen Simonyan · 2019
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