Author

Alemi Safaval P

Google Research - Cited by 19,864 - Machine Learning

Biography

Alemi Safaval P, MSc student of remote sensing and GIS faculty of Environment and energy, Islamic Azad University, Science and Research Branch of Tehran Iran. He  has published more than 30 articles, In the field of Environment, Geospatial Science, Natural Disasters,Earth Sciences, Geographic Information System. 
Title
Cited by
Year
Inception-v4, inception-resnet and the impact of residual connections on learning
C Szegedy, S Ioffe, V Vanhoucke, A AlemiProceedings of the AAAI conference on artificial intelligence 31 (1), 2017201
14534
2017
Deep variational information bottleneck
AA Alemi, I Fischer, JV Dillon, K MurphyProceedings of the International Conference on Learning Representations (ICLR), 2017201
1340
2017
On variational lower bounds of mutual information
B Poole, S Ozair, A van den Oord, AA Alemi, G TuckerNeurIPS Workshop on Bayesian Deep Learning, 2018615201
615
2018
Fixing a Broken ELBO
AA Alemi, B Poole, I Fischer, JV Dillon, RA Saurous, K MurphyProceedings of the 35th International Conference on Machine Learning 80, 159 …, 2018532201
532
2018
Tensorflow distributions
JV Dillon, I Langmore, D Tran, E Brevdo, S Vasudevan, D Moore, B Patton, ...arXiv preprint arXiv:1711.10604, 2017201
483
2017
WAIC, but Why? Generative Ensembles for Robust Anomaly Detection
H Choi, E Jang, AA AlemiarXiv preprint arXiv:1810.01392, 2018268201
268
2018
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, AA AlemiAdvances in neural information processing systems 31, 2018201
232
2018
Deepmath-deep sequence models for premise selection
G Irving, C Szegedy, AA Alemi, N Eén, F Chollet, J UrbanAdvances in neural information processing systems 29, 2016222201
222
2016
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, 9
201
2019
Does knowledge distillation really work?
S Stanton, P Izmailov, P Kirichenko, AA Alemi, AG WilsonAdvances in Neural Information Processing Systems 34, 6906-6919, 2021202
98
2021
Uncertainty in the variational information bottleneck
AA Alemi, I Fischer, JV DillonUAI - Uncertainty in Deep Learning Workshop, 2018201
80
2018
Improved generator objectives for gans
B Poole, AA Alemi, J Sohl-Dickstein, A AngelovaNIPS - Workshop on Adversarial Training, 2016201
75
2016
Density of states estimation for out of distribution detection
W Morningstar, C Ham, A Gallagher, B Lakshminarayanan, A Alemi, ...International Conference on Artificial Intelligence and Statistics, 3232-3240, 2021202
63
2021
On the Use of ArXiv as a Dataset.
CB Clement, M Bierbaum, KP O’Keeffe, AA AlemiICLR 2019 workshop RLGM, 2019201
60
2019
Text segmentation based on semantic word embeddings
AA Alemi, P GinspargarXiv preprint arXiv:13.05543, 2015201
50
2015
You can run, you can hide: The epidemiology and statistical mechanics of zombies
JPS Alexander A. Alemi, Matthew Bierbaum, Christopher R. MyersPhys. Rev. E 92 (5), 052801, 201540201
40
2015
Light microscopy at maximal precision
M Bierbaum, BD Leahy, AA Alemi, I Cohen, JP SethnaPhysical Review X 7 (4), 041007, 2017201
36
2017
Mechanical properties of growing melanocytic nevi and the progression to melanoma
A Taloni, AA Alemi, E Ciusani, JP Sethna, S Zapperi, CAM La PortaPloS one 9 (4), e94229, 2014201
32
2014
Improving inception and image classification in tensorflow
A AlemiGoogle research blog, 2016201
32
2016
Motion prediction under multimodality with conditional stochastic networks
K Fragkiadaki, J Huang, A Alemi, S Vijayanarasimhan, S Ricco, ...arXiv preprint arXiv:1705.02082, 2017201
23
2017

Referred From: https://scholar.google.com/citations?hl=en&user=68hTs9wAAAAJ

Cited by
Citations 19864
h-index 23
i10-index 32
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