Recurrent Flow Networks: A Recurrent Latent Variable Model for Density
Modelling of Urban Mobility

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Recurrent Flow Networks: A Recurrent Latent Variable Model for Density Modelling of Urban Mobility

9 June 2020

Daniele Gammelli

Filipe Rodrigues

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Papers citing "Recurrent Flow Networks: A Recurrent Latent Variable Model for Density Modelling of Urban Mobility"

12 / 12 papers shown

Title
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction Dongjie Wang Yan Yang Shangming Ning AI4TS HAI 49 67 0 22 Aug 2020
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows Kashif Rasul Abdul-Saboor Sheikh Ingmar Schuster Urs M. Bergmann Roland Vollgraf BDL AI4TS AI4CE 104 187 0 14 Feb 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 209 1,713 0 05 Dec 2019
Learning Likelihoods with Conditional Normalizing Flows Christina Winkler Daniel E. Worrall Emiel Hoogeboom Max Welling TPM 223 226 0 29 Nov 2019
Multi-output Bus Travel Time Prediction with Convolutional LSTM Neural Network N. Petersen Filipe Rodrigues Francisco Câmara Pereira AI4TS 45 224 0 07 Mar 2019
Pyro: Deep Universal Probabilistic Programming Eli Bingham Jonathan P. Chen M. Jankowiak F. Obermeyer Neeraj Pradhan Theofanis Karaletsos Rohit Singh Paul A. Szerlip Paul Horsfall Noah D. Goodman BDL GP 158 1,057 0 18 Oct 2018
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 275 78 0 26 May 2016
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 117 398 0 24 May 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,005 0 13 Jun 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,741 0 11 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 162 4,039 0 04 Aug 2013