Jacob Charles Walker
Jacob Charles Walker
Research Scientist, Google DeepMind
Verified email at - Homepage
Cited by
Cited by
An uncertain future: Forecasting from static images using variational autoencoders
J Walker, C Doersch, A Gupta, M Hebert
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
The pose knows: Video forecasting by generating pose futures
J Walker, K Marino, A Gupta, M Hebert
Proceedings of the IEEE international conference on computer vision, 3332-3341, 2017
Dense optical flow prediction from a static image
J Walker, A Gupta, M Hebert
Proceedings of the IEEE International Conference on Computer Vision, 2443-2451, 2015
Patch to the future: Unsupervised visual prediction
J Walker, A Gupta, M Hebert
Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on …, 2014
Representation learning via invariant causal mechanisms
J Mitrovic, B McWilliams, J Walker, L Buesing, C Blundell
arXiv preprint arXiv:2010.07922, 2020
Predicting video with vqvae
J Walker, A Razavi, A Oord
arXiv preprint arXiv:2103.01950, 2021
Coberl: Contrastive bert for reinforcement learning
A Banino, AP Badia, J Walker, T Scholtes, J Mitrovic, C Blundell
arXiv preprint arXiv:2107.05431, 2021
Transframer: Arbitrary frame prediction with generative models
C Nash, J Carreira, J Walker, I Barr, A Jaegle, M Malinowski, P Battaglia
arXiv preprint arXiv:2203.09494, 2022
Procedural generalization by planning with self-supervised world models
A Anand, J Walker, Y Li, E Vértes, J Schrittwieser, S Ozair, T Weber, ...
arXiv preprint arXiv:2111.01587, 2021
Ambiguities in spatial language understanding in situated human robot dialogue
C Liu, J Walker, JY Chai
2010 AAAI Fall Symposium Series, 2010
Semppl: Predicting pseudo-labels for better contrastive representations
M Bošnjak, PH Richemond, N Tomasev, F Strub, JC Walker, F Hill, ...
arXiv preprint arXiv:2301.05158, 2023
Investigating the role of model-based learning in exploration and transfer
JC Walker, E Vértes, Y Li, G Dulac-Arnold, A Anand, T Weber, JB Hamrick
International Conference on Machine Learning, 35368-35383, 2023
Recurrent network of perceptrons with three state synapses achieves competitive classification on real inputs
Y Amit, J Walker
Frontiers in Computational Neuroscience 6, 39, 2012
The evolution of optimal foraging strategies in populations of digital organisms
JC Walker
Proceedings of the 13th annual conference on genetic and evolutionary …, 2011
Data-driven visual forecasting
JC Walker
Carnegie Mellon University, 2018
Video as the New Language for Real-World Decision Making
S Yang, J Walker, J Parker-Holder, Y Du, J Bruce, A Barreto, P Abbeel, ...
arXiv preprint arXiv:2402.17139, 2024
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
G Kim, A Martinez, YC Su, B Jou, J Lezama, A Gupta, L Yu, L Jiang, ...
arXiv preprint arXiv:2405.13762, 2024
Attention neural networks with short-term memory units
A Banino, AP Badia, JC Walker, TAJ Scholtes, J Mitrovic, C Blundell
US Patent App. 18/275,052, 2024
THE MENU PLANNER: The new chief executive of McDonald's Australia has never flipped burgers for a living, but he knows what he likes
J Walker
BRW-MELBOURNE- 27 (27), 34, 2005
Position: Video as the New Language for Real-World Decision Making
S Yang, J Walker, J Parker-Holder, Y Du, J Bruce, A Barreto, P Abbeel, ...
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