Sebastian Nowozin
Sebastian Nowozin
Partner Researcher, Microsoft Research (Cambridge, UK)
Adresse e-mail validée de microsoft.com - Page d'accueil
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Année
On feature combination for multiclass object classification
P Gehler, S Nowozin
2009 IEEE 12th International Conference on Computer Vision, 221-228, 2009
9822009
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
9412016
Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
5402012
Which training methods for GANs do actually converge?
L Mescheder, A Geiger, S Nowozin
arXiv preprint arXiv:1801.04406, 2018
4402018
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
4152012
Structured learning and prediction in computer vision
S Nowozin, CH Lampert
Now publishers Inc, 2011
3752011
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
3632017
Adversarial variational bayes: Unifying variational autoencoders and generative adversarial networks
L Mescheder, S Nowozin, A Geiger
arXiv preprint arXiv:1701.04722, 2017
3502017
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
3282016
Deepcoder: Learning to write programs
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow
arXiv preprint arXiv:1611.01989, 2016
3212016
Occupancy networks: Learning 3d reconstruction in function space
L Mescheder, M Oechsle, M Niemeyer, S Nowozin, A Geiger
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
3102019
Discriminative subsequence mining for action classification
S Nowozin, G Bakir, K Tsuda
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
2432007
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
2412017
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
2382017
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
Y Ovadia, E Fertig, J Ren, Z Nado, D Sculley, S Nowozin, J Dillon, ...
Advances in Neural Information Processing Systems, 13991-14002, 2019
2342019
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
1972013
A comparative study of modern inference techniques for structured discrete energy minimization problems
JH Kappes, B Andres, FA Hamprecht, C Schnörr, S Nowozin, D Batra, ...
International Journal of Computer Vision 115 (2), 155-184, 2015
1812015
Decision tree fields
S Nowozin, C Rother, S Bagon, T Sharp, B Yao, P Kohli
2011 International Conference on Computer Vision, 1668-1675, 2011
1432011
Higher-order factorization machines
M Blondel, A Fujino, N Ueda, M Ishihata
Advances in Neural Information Processing Systems 29, 3351-3359, 2016
137*2016
Higher-order correlation clustering for image segmentation
S Kim, S Nowozin, P Kohli, C Yoo
Advances in neural information processing systems 24, 1530-1538, 2011
1352011
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