Yaroslav Ganin
Yaroslav Ganin
Research Scientist at Google DeepMind
Verifierad e-postadress på google.com - Startsida
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Domain-adversarial training of neural networks
Y Ganin, E Ustinova, H Ajakan, P Germain, H Larochelle, F Laviolette, ...
The journal of machine learning research 17 (1), 2096-2030, 2016
27822016
Unsupervised domain adaptation by backpropagation
Y Ganin, V Lempitsky
International conference on machine learning, 1180-1189, 2015
22032015
Speeding-up convolutional neural networks using fine-tuned cp-decomposition
V Lebedev, Y Ganin, M Rakhuba, I Oseledets, V Lempitsky
arXiv preprint arXiv:1412.6553, 2014
5432014
-Fields: Neural Network Nearest Neighbor Fields for Image Transforms
Y Ganin, V Lempitsky
Asian Conference on Computer Vision, 536-551, 2014
2312014
Multi-region bilinear convolutional neural networks for person re-identification
E Ustinova, Y Ganin, V Lempitsky
2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017
1812017
Synthesizing programs for images using reinforced adversarial learning
Y Ganin, T Kulkarni, I Babuschkin, SMA Eslami, O Vinyals
International Conference on Machine Learning, 1666-1675, 2018
1072018
Deepwarp: Photorealistic image resynthesis for gaze manipulation
Y Ganin, D Kononenko, D Sungatullina, V Lempitsky
European conference on computer vision, 311-326, 2016
822016
Polygen: An autoregressive generative model of 3d meshes
C Nash, Y Ganin, SMA Eslami, P Battaglia
International Conference on Machine Learning, 7220-7229, 2020
192020
Photorealistic monocular gaze redirection using machine learning
D Kononenko, Y Ganin, D Sungatullina, V Lempitsky
IEEE transactions on pattern analysis and machine intelligence 40 (11), 2696 …, 2017
132017
Unsupervised doodling and painting with improved spiral
JFJ Mellor, E Park, Y Ganin, I Babuschkin, T Kulkarni, D Rosenbaum, ...
arXiv preprint arXiv:1910.01007, 2019
112019
Gibbsnet: Iterative adversarial inference for deep graphical models
A Lamb, D Hjelm, Y Ganin, JP Cohen, A Courville, Y Bengio
arXiv preprint arXiv:1712.04120, 2017
92017
32ND INTERNATIONAL CONFERENCE ON MACHINE LEARNING, ICML 2015
Y Sui, JW Burdick, A Gotovos, A Krause, M Izbicki, CR Shelton, Y Ganin, ...
12015
Natural image processing and synthesis using deep learning
I Ganin
2020
2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, AVSS 2017
E Ustinova, Y Ganin, V Lempitsky, D Anisimov, T Khanova, M Poostchi, ...
2017
3RD INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2015-CONFERENCE TRACK PROCEEDINGS
V Lebedev, Y Ganin, M Rakhuba, I Oseledets, V Lempitsky, M Jaderberg, ...
2015
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Artiklar 1–15