Jacob Walker

Most-cited papers

An Uncertain Future: Forecasting from Static Images Using Variational Autoencoders
Jacob Walker, Carl Doersch, A. Gupta, M. Hebert
2016European Conference on Computer Vision530 citations Open access
Semantic Scholar
The Pose Knows: Video Forecasting by Generating Pose Futures
Jacob Walker, Kenneth Marino, A. Gupta, M. Hebert
2017IEEE International Conference on Computer Vision364 citations Open access
Semantic Scholar
Representation Learning via Invariant Causal Mechanisms
Jovana Mitrovic, B. McWilliams, Jacob Walker, L. Buesing +1 more
2020International Conference on Learning Representations296 citations
Semantic Scholar
Dense Optical Flow Prediction from a Static Image
Jacob Walker, A. Gupta, M. Hebert
2015IEEE International Conference on Computer Vision221 citations
Semantic Scholar
Patch to the Future: Unsupervised Visual Prediction
Jacob Walker, A. Gupta, M. Hebert
20142014 IEEE Conference on Computer Vision and Pattern Recognition209 citations
Semantic Scholar
Predicting Video with VQVAE
Jacob Walker, Ali Razavi, A. van den Oord
2021arXiv.org81 citations
Semantic Scholar
Transframer: Arbitrary Frame Prediction with Generative Models
Charlie Nash, João Carreira, Jacob Walker, Iain Barr +3 more
2022Trans. Mach. Learn. Res.47 citations Open access
Semantic Scholar
CoBERL: Contrastive BERT for Reinforcement Learning
Andrea Banino, A. Badia, Jacob Walker, Tim Scholtes +2 more
2021International Conference on Learning Representations44 citations
Semantic Scholar
Procedural Generalization by Planning with Self-Supervised World Models
Ankesh Anand, Jacob Walker, Ya-Zhe Li, Eszter V'ertes +4 more
2021International Conference on Learning Representations37 citations
Semantic Scholar
Data-Driven Visual Forecasting
Jacob Walker
20181 citations
Semantic Scholar