25 citations · 51 across the 4 of their papers we have counts for
3 papers · 1 filter
Transframer: Arbitrary Frame Prediction with Generative Models
Charlie Nash, João Carreira, Jacob Walker +4
We present a general-purpose framework for image modelling and vision tasks based on probabilistic frame prediction. Our approach unifies a broad range of tasks, from image segment…
Predicting Video with VQVAE
Jacob Walker, Ali Razavi, Aäron van den Oord
In recent years, the task of video prediction-forecasting future video given past video frames-has attracted attention in the research community. In this paper we propose a novel a…
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders
Jacob Walker, Carl Doersch, Abhinav Gupta +1
In a given scene, humans can often easily predict a set of immediate future events that might happen. However, generalized pixel-level anticipation in computer vision systems is di…