A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
Author:
Affiliation:
1. University of Illinois at Urbana-Champaign,Champaign,IL,USA,61820
2. Mitsubishi Electric Research Laboratories,Cambridge,MA,02139
Funder
Office of Naval Research
National Institute of Food and Agriculture
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9709627/9709628/09709994.pdf?arnumber=9709994
Reference63 articles.
1. Dual Motion GAN for Future-Flow Embedded Video Prediction
2. Estimation with uncertainty via conditional generative adversarial networks;lee,2020
3. Auto-encoding variational bayes;kingma,2014
4. Adam: A method for stochastic optimization;kingma,2015
5. What uncertainties do we need in bayesian deep learning for computer vision?;kendall;Advances in neural information processing systems,2017
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