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Daniel Zoran
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From Learning Models of Natural Image Patches to Whole Image Restoration
D Zoran, Y Weiss
2011 IEEE International Conference for Computer Vision, 2011
18192011
Perceiver io: A general architecture for structured inputs & outputs
A Jaegle, S Borgeaud, JB Alayrac, C Doersch, C Ionescu, D Ding, ...
arXiv preprint arXiv:2107.14795, 2021
5972021
Multi-object representation learning with iterative variational inference
K Greff, RL Kaufman, R Kabra, N Watters, C Burgess, D Zoran, L Matthey, ...
International conference on machine learning, 2424-2433, 2019
5252019
Visual interaction networks: Learning a physics simulator from video
N Watters, D Zoran, T Weber, P Battaglia, R Pascanu, A Tacchetti
Advances in neural information processing systems 30, 2017
4222017
Scale invariance and noise in natural images
D Zoran, Y Weiss
2009 IEEE 12th International Conference on Computer Vision, 2209-2216, 2009
3492009
Lavan: Localized and visible adversarial noise
D Karmon, D Zoran, Y Goldberg
International conference on machine learning, 2507-2515, 2018
2772018
Crisp boundary detection using pointwise mutual information
P Isola, D Zoran, D Krishnan, EH Adelson
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
2402014
Towards interpretable reinforcement learning using attention augmented agents
A Mott, D Zoran, M Chrzanowski, D Wierstra, D Jimenez Rezende
Advances in neural information processing systems 32, 2019
2262019
Learning ordinal relationships for mid-level vision
D Zoran, P Isola, D Krishnan, WT Freeman
Proceedings of the IEEE international conference on computer vision, 388-396, 2015
2152015
Nerf-vae: A geometry aware 3d scene generative model
AR Kosiorek, H Strathmann, D Zoran, P Moreno, R Schneider, S Mokrá, ...
International Conference on Machine Learning, 5742-5752, 2021
1432021
Learning visual groups from co-occurrences in space and time
P Isola, D Zoran, D Krishnan, EH Adelson
arXiv preprint arXiv:1511.06811, 2015
1422015
Natural images, Gaussian mixtures and dead leaves
D Zoran, Y Weiss
Advances in Neural Information Processing Systems 25, 2012
1382012
Object discovery and representation networks
OJ Hénaff, S Koppula, E Shelhamer, D Zoran, A Jaegle, A Zisserman, ...
European conference on computer vision, 123-143, 2022
982022
Imaging an event horizon: mitigation of scattering toward Sagittarius A
VL Fish, MD Johnson, RS Lu, SS Doeleman, KL Bouman, D Zoran, ...
The Astrophysical Journal 795 (2), 134, 2014
912014
Computational imaging for VLBI image reconstruction
KL Bouman, MD Johnson, D Zoran, VL Fish, SS Doeleman, WT Freeman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
822016
Towards robust image classification using sequential attention models
D Zoran, M Chrzanowski, PS Huang, S Gowal, A Mott, P Kohli
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
802020
Simone: View-invariant, temporally-abstracted object representations via unsupervised video decomposition
R Kabra, D Zoran, G Erdogan, L Matthey, A Creswell, M Botvinick, ...
Advances in Neural Information Processing Systems 34, 20146-20159, 2021
772021
Variational memory addressing in generative models
J Bornschein, A Mnih, D Zoran, D Jimenez Rezende
Advances in Neural Information Processing Systems 30, 2017
672017
Psychlab: a psychology laboratory for deep reinforcement learning agents
JZ Leibo, CM d'Autume, D Zoran, D Amos, C Beattie, K Anderson, ...
arXiv preprint arXiv:1801.08116, 2018
592018
Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs
A Ruderman, NC Rabinowitz, AS Morcos, D Zoran
arXiv preprint arXiv:1804.04438, 2018
572018
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