| 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 | 18602 | 2017 |
| Deep variational information bottleneck AA Alemi, I Fischer, JV Dillon, K Murphy Proceedings of the International Conference on Learning Representations (ICLR), 2017 | 2058 | 2017 |
| 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 | 996* | 2018 |
| Tensorflow distributions JV Dillon, I Langmore, D Tran, E Brevdo, S Vasudevan, D Moore, B Patton, ... arXiv preprint arXiv:1711.10604, 2017 | 678 | 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 | 664 | 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 | 417 | 2011 |
| Inception-v4 C Szegedy, S Ioffe, V Vanhoucke, A Alemi Inception-ResNet and the impact of residual connections on learning 1602, 2016 | 388 | 2016 |
| WAIC, but Why? Generative Ensembles for Robust Anomaly Detection H Choi, E Jang, AA Alemi arXiv preprint arXiv:1810.01392, 2018 | 362* | 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 29, 2016 | 292* | 2016 |
| 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 | 285 | 2018 |
| 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 | 274 | 2019 |
| 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 | 252 | 2021 |
| 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 | 252 | 2013 |
| On the Use of ArXiv as a Dataset. CB Clement, M Bierbaum, KP O’Keeffe, AA Alemi ICLR 2019 workshop RLGM, 2019 | 120 | 2019 |
| Uncertainty in the variational information bottleneck AA Alemi, I Fischer, JV Dillon UAI - Uncertainty in Deep Learning Workshop, 2018 | 108 | 2018 |
| 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 | 105 | 2021 |
| 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 | 86 | 2023 |
| Improved generator objectives for gans B Poole, AA Alemi, J Sohl-Dickstein, A Angelova NIPS - Workshop on Adversarial Training, 2016 | 83 | 2016 |
| Text segmentation based on semantic word embeddings AA Alemi, P Ginsparg arXiv preprint arXiv:1503.05543, 2015 | 68 | 2015 |
| 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 | 52 | 2023 |
Vincent VanhouckeDistinguished Engineer, WaymoVerified email at google.com
