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Transframer: Arbitrary Frame Prediction with Generative Models


Mar 18, 2022
Charlie Nash , João Carreira , Jacob Walker , Iain Barr , Andrew Jaegle , Mateusz Malinowski , Peter Battaglia


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Procedural Generalization by Planning with Self-Supervised World Models


Nov 02, 2021
Ankesh Anand , Jacob Walker , Yazhe Li , Eszter Vértes , Julian Schrittwieser , Sherjil Ozair , Théophane Weber , Jessica B. Hamrick


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CoBERL: Contrastive BERT for Reinforcement Learning


Jul 12, 2021
Andrea Banino , Adrià Puidomenech Badia , Jacob Walker , Tim Scholtes , Jovana Mitrovic , Charles Blundell

* 9 pages, 2 figures, 6 tables 

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Predicting Video with VQVAE


Mar 02, 2021
Jacob Walker , Ali Razavi , Aäron van den Oord

* 13 Pages 

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Representation Learning via Invariant Causal Mechanisms


Oct 15, 2020
Jovana Mitrovic , Brian McWilliams , Jacob Walker , Lars Buesing , Charles Blundell


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The Pose Knows: Video Forecasting by Generating Pose Futures


Apr 28, 2017
Jacob Walker , Kenneth Marino , Abhinav Gupta , Martial Hebert

* Project Website: http://www.cs.cmu.edu/~jcwalker/POS/POS.html 

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An Uncertain Future: Forecasting from Static Images using Variational Autoencoders


Jun 25, 2016
Jacob Walker , Carl Doersch , Abhinav Gupta , Martial Hebert


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Dense Optical Flow Prediction from a Static Image


Dec 17, 2015
Jacob Walker , Abhinav Gupta , Martial Hebert


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