Alexander A Alemi
Alexander A Alemi
Google Research
Verified email at google.com - Homepage
TitleCited byYear
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
33752017
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
2822011
Deep variational information bottleneck
AA Alemi, I Fischer, JV Dillon, K Murphy
Proceedings of the International Conference on Learning Representations (ICLR), 2017
2222017
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
1322013
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
128*2018
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, 2235-2243, 2016
902016
Tensorflow distributions
JV Dillon, I Langmore, D Tran, E Brevdo, S Vasudevan, D Moore, B Patton, ...
arXiv preprint arXiv:1711.10604, 2017
472017
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, AA Alemi
Advances in Neural Information Processing Systems, 9180-9190, 2018
45*2018
Improved generator objectives for gans
B Poole, AA Alemi, J Sohl-Dickstein, A Angelova
NIPS - Workshop on Adversarial Training, 2016
292016
WAIC, but Why? Generative Ensembles for Robust Anomaly Detection
H Choi, E Jang, AA Alemi
arXiv preprint arXiv:1810.01392, 2018
242018
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
23*2018
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
232014
Text segmentation based on semantic word embeddings
AA Alemi, P Ginsparg
arXiv preprint arXiv:1503.05543, 2015
202015
Why Venus has no moon
A Alemi, D Stevenson
Bulletin of the American Astronomical Society 38, 491, 2006
182006
Light microscopy at maximal precision
M Bierbaum, BD Leahy, AA Alemi, I Cohen, JP Sethna
Physical Review X 7 (4), 041007, 2017
162017
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
16*2015
Improving inception and image classification in tensorflow
A Alemi
Google Research Blog, 2016
152016
Uncertainty in the variational information bottleneck
AA Alemi, I Fischer, JV Dillon
UAI - Uncertainty in Deep Learning Workshop, 2018
142018
Growth and form of melanoma cell colonies
MM Baraldi, AA Alemi, JP Sethna, S Caracciolo, CAM La Porta, S Zapperi
Journal of Statistical Mechanics: Theory and Experiment 2013 (02), P02032, 2013
132013
Motion prediction under multimodality with conditional stochastic networks
K Fragkiadaki, J Huang, A Alemi, S Vijayanarasimhan, S Ricco, ...
arXiv preprint arXiv:1705.02082, 2017
112017
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