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Alexander A Alemi
Alexander A Alemi
Google Research
Email confirmado em google.com - Página inicial
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Inception-v4, inception-resnet and the impact of residual connections on learning
C Szegedy, S Ioffe, V Vanhoucke, A Alemi
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
187382017
Deep variational information bottleneck
AA Alemi, I Fischer, JV Dillon, K Murphy
Proceedings of the International Conference on Learning Representations (ICLR), 2017
21142017
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
1017*2018
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
6732018
Tensorflow distributions
JV Dillon, I Langmore, D Tran, E Brevdo, S Vasudevan, D Moore, B Patton, ...
arXiv preprint arXiv:1711.10604, 2017
6552017
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
4172011
Inception-v4
C Szegedy, S Ioffe, V Vanhoucke, A Alemi
Inception-ResNet and the impact of residual connections on learning 1602, 2016
3922016
WAIC, but Why? Generative Ensembles for Robust Anomaly Detection
H Choi, E Jang, AA Alemi
arXiv preprint arXiv:1810.01392, 2018
368*2018
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 31, 2018
2922018
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, 2016
288*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, 2019
2782019
Inception-v4, inception-resnet and the impact of residual connections on learning. arXiv 2016
C Szegedy, S Ioffe, V Vanhoucke, A Alemi
arXiv preprint arXiv:1602.07261, 2023
2742023
Does knowledge distillation really work?
S Stanton, P Izmailov, P Kirichenko, AA Alemi, AG Wilson
Advances in neural information processing systems 34, 6906-6919, 2021
2592021
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
2552013
On the Use of ArXiv as a Dataset.
CB Clement, M Bierbaum, KP O’Keeffe, AA Alemi
ICLR 2019 workshop RLGM, 2019
1262019
Uncertainty in the variational information bottleneck
AA Alemi, I Fischer, JV Dillon
UAI - Uncertainty in Deep Learning Workshop, 2018
1092018
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, 2021
1082021
Beyond human data: Scaling self-training for problem-solving with language models
A Singh, JD Co-Reyes, R Agarwal, A Anand, P Patil, X Garcia, PJ Liu, ...
arXiv preprint arXiv:2312.06585, 2023
1072023
Improved generator objectives for gans
B Poole, AA Alemi, J Sohl-Dickstein, A Angelova
NIPS - Workshop on Adversarial Training, 2016
842016
Small-scale proxies for large-scale transformer training instabilities
M Wortsman, PJ Liu, L Xiao, K Everett, A Alemi, B Adlam, JD Co-Reyes, ...
arXiv preprint arXiv:2309.14322, 2023
732023
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