Sebastian Nowozin
Sebastian Nowozin
Google AI Berlin (Brain team)
Verified email at - Homepage
Cited by
Cited by
On feature combination for multiclass object classification
P Gehler, S Nowozin
2009 IEEE 12th International Conference on Computer Vision, 221-228, 2009
f-gan: Training generative neural samplers using variational divergence minimization
S Nowozin, B Cseke, R Tomioka
Advances in neural information processing systems, 271-279, 2016
Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
Instructing people for training gestural interactive systems
S Fothergill, H Mentis, P Kohli, S Nowozin
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2012
Structured learning and prediction in computer vision
S Nowozin, CH Lampert
Foundations and Trends® in Computer Graphics and Vision 6 (3–4), 185-365, 2011
A comparative study of modern inference techniques for discrete energy minimization problems
J Kappes, B Andres, F Hamprecht, C Schnorr, S Nowozin, D Batra, S Kim, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2013
Adversarial variational bayes: Unifying variational autoencoders and generative adversarial networks
L Mescheder, S Nowozin, A Geiger
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Which training methods for GANs do actually converge?
L Mescheder, A Geiger, S Nowozin
arXiv preprint arXiv:1801.04406, 2018
Oblivious multi-party machine learning on trusted processors
O Ohrimenko, F Schuster, C Fournet, A Mehta, S Nowozin, K Vaswani, ...
25th {USENIX} Security Symposium ({USENIX} Security 16), 619-636, 2016
Pixeldefend: Leveraging generative models to understand and defend against adversarial examples
Y Song, T Kim, S Nowozin, S Ermon, N Kushman
arXiv preprint arXiv:1710.10766, 2017
Discriminative subsequence mining for action classification
S Nowozin, G Bakir, K Tsuda
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
Deepcoder: Learning to write programs
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
arXiv preprint arXiv:1611.01989, 2016
Stabilizing training of generative adversarial networks through regularization
K Roth, A Lucchi, S Nowozin, T Hofmann
Advances in neural information processing systems, 2018-2028, 2017
Dsac-differentiable ransac for camera localization
E Brachmann, A Krull, S Nowozin, J Shotton, F Michel, S Gumhold, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
Decision tree fields
S Nowozin, C Rother, S Bagon, T Sharp, B Yao, P Kohli
2011 International Conference on Computer Vision, 1668-1675, 2011
gBoost: a mathematical programming approach to graph classification and regression
H Saigo, S Nowozin, T Kadowaki, T Kudo, K Tsuda
Machine Learning 75 (1), 69-89, 2009
Higher-order correlation clustering for image segmentation
S Kim, S Nowozin, P Kohli, CD Yoo
Advances in neural information processing systems, 1530-1538, 2011
Weighted substructure mining for image analysis
S Nowozin, K Tsuda, T Uno, T Kudo, G BakIr
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
Global connectivity potentials for random field models
S Nowozin, CH Lampert
2009 IEEE Conference on Computer Vision and Pattern Recognition, 818-825, 2009
Loss-specific training of non-parametric image restoration models: A new state of the art
J Jancsary, S Nowozin, C Rother
European Conference on Computer Vision, 112-125, 2012
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