עקוב אחר
Sebastian Nowozin
Sebastian Nowozin
Google DeepMind
כתובת אימייל מאומתת בדומיין deepmind.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Occupancy networks: Learning 3d reconstruction in function space‏
L Mescheder, M Oechsle, M Niemeyer, S Nowozin, A Geiger‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019‏
31722019
f-gan: Training generative neural samplers using variational divergence minimization‏
S Nowozin, B Cseke, R Tomioka‏
Advances in neural information processing systems 29, 2016‏
20272016
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 32, 2019‏
19402019
Which training methods for GANs do actually converge?‏
L Mescheder, A Geiger, S Nowozin‏
International conference on machine learning, 3481-3490, 2018‏
17422018
On feature combination for multiclass object classification‏
P Gehler, S Nowozin‏
2009 IEEE 12th International Conference on Computer Vision, 221-228, 2009‏
11042009
Optimization for machine learning‏
S Sra, S Nowozin, SJ Wright‏
Mit Press, 2011‏
10422011
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
9722017
Deepcoder: Learning to write programs‏
M Balog, AL Gaunt, M Brockschmidt, S Nowozin, D Tarlow‏
arXiv preprint arXiv:1611.01989, 2016‏
7442016
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
7082017
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
6902016
Adversarial variational bayes: Unifying variational autoencoders and generative adversarial networks‏
L Mescheder, S Nowozin, A Geiger‏
International conference on machine learning, 2391-2400, 2017‏
6652017
The numerics of gans‏
L Mescheder, S Nowozin, A Geiger‏
Advances in neural information processing systems 30, 2017‏
5462017
Stabilizing training of generative adversarial networks through regularization‏
K Roth, A Lucchi, S Nowozin, T Hofmann‏
Advances in neural information processing systems 30, 2017‏
5422017
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
5252012
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
4982011
How good is the Bayes posterior in deep neural networks really?‏
F Wenzel, K Roth, BS Veeling, J Świątkowski, L Tran, S Mandt, J Snoek, ...‏
arXiv preprint arXiv:2002.02405, 2020‏
4172020
Multi-level variational autoencoder: Learning disentangled representations from grouped observations‏
D Bouchacourt, R Tomioka, S Nowozin‏
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018‏
3472018
Meta-learning probabilistic inference for prediction‏
J Gordon, J Bronskill, M Bauer, S Nowozin, RE Turner‏
arXiv preprint arXiv:1805.09921, 2018‏
3262018
Fast and flexible multi-task classification using conditional neural adaptive processes‏
J Requeima, J Gordon, J Bronskill, S Nowozin, RE Turner‏
Advances in neural information processing systems 32, 2019‏
2942019
Discriminative subsequence mining for action classification‏
S Nowozin, G Bakir, K Tsuda‏
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007‏
2712007
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מאמרים 1–20