Alexander A. Alemi

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 4.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Deep Variational Information Bottleneck

Alexander A. Alemi, Ian Fischer, Joshua V. Dillon et al. · arXiv (Cornell University) · 2016 · 367 citations · Full text

Artificial Intelligence, Information Bottleneck, Engineering +11

Imaging Atomic Rearrangements in Two-Dimensional Silica Glass: Watching Silica’s Dance

Pinshane Y. Huang, Simon Kurasch, Jonathan S. Alden et al. · Science · 2013 · 272 citations

Engineering, Glass-forming Liquid, Microscopy +16

WAIC, but Why? Generative Ensembles for Robust Anomaly Detection

Hyunsun Choi, Eric Jang, Alexander A. Alemi · arXiv (Cornell University) · 2018 · 158 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

On Variational Bounds of Mutual Information

Ben Poole, Sherjil Ozair, Aäron van den Oord et al. · arXiv (Cornell University) · 2019 · 153 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +17