Alexander A Alemi
Alexander A Alemi
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Inception-v4, inception-resnet and the impact of residual connections on learning
C Szegedy, S Ioffe, V Vanhoucke, AA Alemi
Thirty-first AAAI conference on artificial intelligence, 2017
Deep variational information bottleneck
AA Alemi, I Fischer, JV Dillon, K Murphy
Proceedings of the International Conference on Learning Representations (ICLR), 2017
Fixing a Broken ELBO
AA Alemi, B Poole, I Fischer, JV Dillon, RA Saurous, K Murphy
Proceedings of the 35th International Conference on Machine Learning 80, 159 …, 2018
Near-field radiative heat transfer between macroscopic planar surfaces
RS Ottens, V Quetschke, S Wise, AA Alemi, R Lundock, G Mueller, ...
Physical Review Letters 107 (1), 014301, 2011
On variational lower bounds of mutual information
B Poole, S Ozair, A van den Oord, AA Alemi, G Tucker
NeurIPS Workshop on Bayesian Deep Learning, 2018
Tensorflow distributions
JV Dillon, I Langmore, D Tran, E Brevdo, S Vasudevan, D Moore, B Patton, ...
arXiv preprint arXiv:1711.10604, 2017
Imaging atomic rearrangements in two-dimensional silica glass: watching silica’s dance
PY Huang, S Kurasch, JS Alden, A Shekhawat, AA Alemi, PL McEuen, ...
science 342 (6155), 224-227, 2013
Deepmath-deep sequence models for premise selection
G Irving, C Szegedy, AA Alemi, N Eén, F Chollet, J Urban
Advances in Neural Information Processing Systems 29, 2235-2243, 2016
WAIC, but Why? Generative Ensembles for Robust Anomaly Detection
H Choi, E Jang, AA Alemi
arXiv preprint arXiv:1810.01392, 2018
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, A Alemi
arXiv preprint arXiv:1710.09599, 2017
Neural tangents: Fast and easy infinite neural networks in python
R Novak, L Xiao, J Hron, J Lee, AA Alemi, J Sohl-Dickstein, ...
arXiv preprint arXiv:1912.02803, 2019
Improved generator objectives for gans
B Poole, AA Alemi, J Sohl-Dickstein, A Angelova
NIPS - Workshop on Adversarial Training, 2016
Uncertainty in the variational information bottleneck
AA Alemi, I Fischer, JV Dillon
UAI - Uncertainty in Deep Learning Workshop, 2018
Text segmentation based on semantic word embeddings
AA Alemi, P Ginsparg
arXiv preprint arXiv:1503.05543, 2015
Light microscopy at maximal precision
M Bierbaum, BD Leahy, AA Alemi, I Cohen, JP Sethna
Physical Review X 7 (4), 041007, 2017
You can run, you can hide: The epidemiology and statistical mechanics of zombies
JPS Alexander A. Alemi, Matthew Bierbaum, Christopher R. Myers
Phys. Rev. E 92 (5), 052801, 2015
Mechanical properties of growing melanocytic nevi and the progression to melanoma
A Taloni, AA Alemi, E Ciusani, JP Sethna, S Zapperi, CAM La Porta
PloS one 9 (4), e94229, 2014
Improving inception and image classification in tensorflow
A Alemi
Google Research Blog, 2016
Why Venus has no moon
A Alemi, D Stevenson
AAS/Division for Planetary Sciences Meeting Abstracts# 38, 07.03, 2006
On the Use of ArXiv as a Dataset.
CB Clement, M Bierbaum, KP O’Keeffe, AA Alemi
ICLR 2019 workshop RLGM, 2019
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