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Computer-Aided Design as Language


May 06, 2021
Yaroslav Ganin, Sergey Bartunov, Yujia Li, Ethan Keller, Stefano Saliceti

* 24 pages, 11 figures, 3 tables 

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PolyGen: An Autoregressive Generative Model of 3D Meshes


Feb 23, 2020
Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter W. Battaglia


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Unsupervised Doodling and Painting with Improved SPIRAL


Oct 02, 2019
John F. J. Mellor, Eunbyung Park, Yaroslav Ganin, Igor Babuschkin, Tejas Kulkarni, Dan Rosenbaum, Andy Ballard, Theophane Weber, Oriol Vinyals, S. M. Ali Eslami

* See https://learning-to-paint.github.io for an interactive version of this paper, with videos 

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Synthesizing Programs for Images using Reinforced Adversarial Learning


Apr 03, 2018
Yaroslav Ganin, Tejas Kulkarni, Igor Babuschkin, S. M. Ali Eslami, Oriol Vinyals

* 12 pages, 13 figures 

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GibbsNet: Iterative Adversarial Inference for Deep Graphical Models


Dec 12, 2017
Alex Lamb, Devon Hjelm, Yaroslav Ganin, Joseph Paul Cohen, Aaron Courville, Yoshua Bengio

* NIPS 2017 

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Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification


Sep 06, 2017
Evgeniya Ustinova, Yaroslav Ganin, Victor Lempitsky

* in AVSS 2017 

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DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation


Jul 26, 2016
Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, Victor Lempitsky

* Fixed typos, 14 + 2 + 2 pages, ECCV 2016 

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Domain-Adversarial Training of Neural Networks


May 26, 2016
Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, Mario Marchand, Victor Lempitsky

* Journal of Machine Learning Research 2016, vol. 17, p. 1-35 
* Published in JMLR: http://jmlr.org/papers/v17/15-239.html 

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Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition


Apr 24, 2015
Vadim Lebedev, Yaroslav Ganin, Maksim Rakhuba, Ivan Oseledets, Victor Lempitsky


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Unsupervised Domain Adaptation by Backpropagation


Feb 27, 2015
Yaroslav Ganin, Victor Lempitsky


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$ N^4 $-Fields: Neural Network Nearest Neighbor Fields for Image Transforms


Jul 03, 2014
Yaroslav Ganin, Victor Lempitsky


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