Yaroslav Ganin
Yaroslav Ganin
Research Scientist at Google DeepMind
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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
Unsupervised domain adaptation by backpropagation
Y Ganin, V Lempitsky
International conference on machine learning, 1180-1189, 2015
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
-fields: neural network nearest neighbor fields for image transforms
Y Ganin, V Lempitsky
Computer Vision--ACCV 2014: 12th Asian Conference on Computer Vision …, 2015
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
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
Polygen: An autoregressive generative model of 3d meshes
C Nash, Y Ganin, SMA Eslami, P Battaglia
International conference on machine learning, 7220-7229, 2020
Deepwarp: Photorealistic image resynthesis for gaze manipulation
Y Ganin, D Kononenko, D Sungatullina, V Lempitsky
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
Computer-aided design as language
Y Ganin, S Bartunov, Y Li, E Keller, S Saliceti
Advances in Neural Information Processing Systems 34, 5885-5897, 2021
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
Continuous diffusion for categorical data
S Dieleman, L Sartran, A Roshannai, N Savinov, Y Ganin, PH Richemond, ...
arXiv preprint arXiv:2211.15089, 2022
A generalist neural algorithmic learner
B Ibarz, V Kurin, G Papamakarios, K Nikiforou, M Bennani, R Csordás, ...
Learning on Graphs Conference, 2: 1-2: 23, 2022
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
Gibbsnet: Iterative adversarial inference for deep graphical models
AM Lamb, D Hjelm, Y Ganin, JP Cohen, AC Courville, Y Bengio
Advances in Neural Information Processing Systems 30, 2017
Self-conditioned embedding diffusion for text generation
R Strudel, C Tallec, F Altché, Y Du, Y Ganin, A Mensch, W Grathwohl, ...
arXiv preprint arXiv:2211.04236, 2022
Generative neural network systems for generating instruction sequences to control an agent performing a task
I Ganin, TD Kulkarni, O Vinyals, SM Eslami
US Patent App. 16/967,597, 2021
Autoregressive neural networks for the generation of polygonal meshes of 3d objects
CTC Nash, I Ganin, SM Eslami, PW Battaglia
US Patent App. 17/798,108, 2023
Natural image processing and synthesis using deep learning
I Ganin
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