Ben Poole
Ben Poole
Research Scientist at Google Brain
Verified email at stanford.edu - Homepage
TitleCited byYear
Unrolled generative adversarial networks
L Metz, B Poole, D Pfau, J Sohl-Dickstein
arXiv preprint arXiv:1611.02163, 2016
1232*2016
Categorical reparameterization with gumbel-softmax
E Jang, S Gu, B Poole
arXiv preprint arXiv:1611.01144, 2016
8632016
Adversarially learned inference
V Dumoulin, I Belghazi, B Poole, O Mastropietro, A Lamb, M Arjovsky, ...
arXiv preprint arXiv:1606.00704, 2016
6232016
On the expressive power of deep neural networks
M Raghu, B Poole, J Kleinberg, S Ganguli, JS Dickstein
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
2322017
Continual learning through synaptic intelligence
F Zenke, B Poole, S Ganguli
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
2242017
Exponential expressivity in deep neural networks through transient chaos
B Poole, S Lahiri, M Raghu, J Sohl-Dickstein, S Ganguli
Advances in Neural Information Processing Systems, 3504-3512, 2016
1822016
The Fast Bilateral Solver
JT Barron, B Poole
European Conference on Computer Vision, 617-632, 2016
1642016
Fixing a Broken ELBO
A Alemi, B Poole, I Fischer, J Dillon, RA Saurous, K Murphy
International Conference on Machine Learning, 159-168, 2018
142*2018
Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods
J Sohl-Dickstein, B Poole, S Ganguli
802014
Analyzing noise in autoencoders and deep networks
B Poole, J Sohl-Dickstein, S Ganguli
arXiv preprint arXiv:1406.1831, 2014
482014
Direction selectivity in Drosophila emerges from preferred-direction enhancement and null-direction suppression
JCS Leong, JJ Esch, B Poole, S Ganguli, TR Clandinin
Journal of Neuroscience 36 (31), 8078-8092, 2016
462016
Brain regions engaged by part-and whole-task performance in a video game: a model-based test of the decomposition hypothesis
JR Anderson, D Bothell, JM Fincham, AR Anderson, B Poole, Y Qin
Journal of cognitive neuroscience 23 (12), 3983-3997, 2011
362011
Improved generator objectives for gans
B Poole, AA Alemi, J Sohl-Dickstein, A Angelova
arXiv preprint arXiv:1612.02780, 2016
302016
On variational bounds of mutual information
B Poole, S Ozair, A Oord, AA Alemi, G Tucker
arXiv preprint arXiv:1905.06922, 2019
27*2019
Rank-penalized nonnegative spatiotemporal deconvolution and demixing of calcium imaging data
EA Pnevmatikakis, TA Machado, L Grosenick, B Poole, JT Vogelstein, ...
Computational and Systems Neuroscience Meeting COSYNE, 2013
172013
Preventing posterior collapse with delta-vaes
A Razavi, A Oord, B Poole, O Vinyals
arXiv preprint arXiv:1901.03416, 2019
162019
Neuronal dynamics regulating brain and behavioral state transitions
AS Andalman, VM Burns, M Lovett-Barron, M Broxton, B Poole, SJ Yang, ...
Cell 177 (4), 970-985. e20, 2019
132019
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation
RG Lopes, D Yin, B Poole, J Gilmer, ED Cubuk
arXiv preprint arXiv:1906.02611, 2019
102019
Discrete Flows: Invertible Generative Models of Discrete Data
D Tran, K Vafa, KK Agrawal, L Dinh, B Poole
arXiv preprint arXiv:1905.10347, 2019
72019
Identification of cellular-activity dynamics across large tissue volumes in the mammalian brain
LM Grosenick, M Broxton, CK Kim, C Liston, B Poole, S Yang, ...
bioRxiv, 132688, 2017
62017
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