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Ian Fischer
Ian Fischer
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Speed/accuracy trade-offs for modern convolutional object detectors
J Huang, V Rathod, C Sun, M Zhu, A Korattikara, A Fathi, I Fischer, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
33002017
Deep variational information bottleneck
AA Alemi, I Fischer, JV Dillon, K Murphy
arXiv preprint arXiv:1612.00410, 2016
15792016
Learning latent dynamics for planning from pixels
D Hafner, T Lillicrap, I Fischer, R Villegas, D Ha, H Lee, J Davidson
International conference on machine learning, 2555-2565, 2019
13602019
The emperor's new security indicators
SE Schechter, R Dhamija, A Ozment, I Fischer
2007 IEEE Symposium on Security and Privacy (SP'07), 51-65, 2007
6282007
Fixing a broken ELBO
A Alemi, B Poole, I Fischer, J Dillon, RA Saurous, K Murphy
International conference on machine learning, 159-168, 2018
5402018
Learning to attack: Adversarial transformation networks
S Baluja, I Fischer
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
517*2018
Adversarial examples for generative models
J Kos, I Fischer, D Song
2018 ieee security and privacy workshops (spw), 36-42, 2018
2872018
Cloud data protection for the masses
D Song, E Shi, I Fischer, U Shankar
Computer 45 (1), 39-45, 2012
2662012
Generative models of visually grounded imagination
R Vedantam, I Fischer, J Huang, K Murphy
arXiv preprint arXiv:1705.10762, 2017
1492017
Multi-game decision transformers
KH Lee, O Nachum, MS Yang, L Lee, D Freeman, S Guadarrama, ...
Advances in Neural Information Processing Systems 35, 27921-27936, 2022
1482022
Uncertainty in the variational information bottleneck
AA Alemi, I Fischer, JV Dillon
arXiv preprint arXiv:1807.00906, 2018
922018
The conditional entropy bottleneck
I Fischer
Entropy 22 (9), 999, 2020
812020
Predictive information accelerates learning in rl
KH Lee, I Fischer, A Liu, Y Guo, H Lee, J Canny, S Guadarrama
Advances in Neural Information Processing Systems 33, 11890-11901, 2020
792020
Fast approximation of high-order Voronoi diagrams and distance transforms on the GPU
I Fischer, C Gotsman
Journal of Graphics Tools 11 (4), 39-60, 2006
732006
An information-theoretic analysis of deep latent-variable models
A Alemi, B Poole, I Fischer, J Dillon, RA Saurus, K Murphy
542018
Secure surrogate cloud browsing
XD Song, I Fischer, G Altekar, L Martignoni, Z Pavlinovic
US Patent 9,391,832, 2016
532016
Deep hierarchical planning from pixels
D Hafner, KH Lee, I Fischer, P Abbeel
Advances in Neural Information Processing Systems 35, 26091-26104, 2022
412022
Compressive visual representations
KH Lee, A Arnab, S Guadarrama, J Canny, I Fischer
Advances in Neural Information Processing Systems 34, 19538-19552, 2021
402021
Flexible history manager for manipulating data and user actions
M Baca, I Fischer, A Lewis-Bowen, L Weitzman
US Patent App. 11/251,016, 2007
382007
Learnability for the information bottleneck
T Wu, I Fischer, IL Chuang, M Tegmark
Uncertainty in Artificial Intelligence, 1050-1060, 2020
372020
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