How do Mixture Density RNNs Predict the Future?

23 January 2019

Papers citing "How do Mixture Density RNNs Predict the Future?"

16 / 16 papers shown

Title
Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting Seongjin Choi Nicolas Saunier Vincent Zhihao Zheng M. Trépanier Lijun Sun 47 1 0 10 Dec 2022
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 370 10,591 0 17 Feb 2020
Recurrent World Models Facilitate Policy Evolution David R Ha Jürgen Schmidhuber SyDa TPM 117 940 0 04 Sep 2018
Hierarchical Long-term Video Prediction without Supervision Nevan Wichers Ruben Villegas D. Erhan Honglak Lee VGen 61 134 0 12 Jun 2018
RoboJam: A Musical Mixture Density Network for Collaborative Touchscreen Interaction Charles Patrick Martin J. Tørresen 30 21 0 29 Nov 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 68 1,189 0 28 Aug 2017
Direct-Manipulation Visualization of Deep Networks D. Smilkov Shan Carter D. Sculley F. Viégas Martin Wattenberg FAtt AI4CE 51 140 0 12 Aug 2017
Learning to Generate Long-term Future via Hierarchical Prediction Ruben Villegas Jimei Yang Yuliang Zou Sungryull Sohn Xunyu Lin Honglak Lee 56 380 0 19 Apr 2017
A Neural Representation of Sketch Drawings David R Ha Douglas Eck 90 867 0 11 Apr 2017
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 70 1,043 0 23 May 2016
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning Michal Kempka Marek Wydmuch Grzegorz Runc Jakub Toczek Wojciech Ja'skowski 60 697 0 06 May 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 37 134 0 27 Mar 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 122 1,882 0 17 Nov 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 122 1,871 0 22 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 111 1,101 0 05 Jun 2015
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 140 4,033 0 04 Aug 2013