Yaroslav Ganin

Computer Science · Physical Sciences

18h-index11.8kcitations26works0.02yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(5), Domain Adaptation and Few-Shot Learning(5), Advanced Neural Network Applications(4), Adversarial Robustness in Machine Learning(4), Medical Image Segmentation Techniques(3)

Publications26 total

Continuous diffusion for categorical data
arXiv (Cornell University)·2022· 21 citedOpen Access
Self-conditioned Embedding Diffusion for Text Generation
arXiv (Cornell University)·2022· 21 citedOpen Access
A Generalist Neural Algorithmic Learner
arXiv (Cornell University)·2022· 7 citedOpen Access
Computer-Aided Design as Language
arXiv (Cornell University)·2021Open Access
Computer-Aided Design as Language
arXiv (Cornell University)·2021· 40 citedOpen Access
PolyGen: An Autoregressive Generative Model of 3D Meshes
International Conference on Machine Learning·2020· 39 cited
PolyGen: An Autoregressive Generative Model of 3D Meshes
arXiv (Cornell University)·2020· 65 citedOpen Access
Unsupervised Doodling and Painting with Improved SPIRAL
arXiv (Cornell University)·2019· 24 citedOpen Access
Synthesizing Programs for Images using Reinforced Adversarial Learning.
International Conference on Machine Learning·2018· 41 cited
Synthesizing Programs for Images using Reinforced Adversarial Learning
arXiv (Cornell University)·2018· 112 citedOpen Access
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
arXiv (Cornell University)·2017· 5 citedOpen Access
Photorealistic Monocular Gaze Redirection Using Machine Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2017· 22 cited
Multi-Region bilinear convolutional neural networks for person re-identification
2017· 28 citedOpen Access
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
Neural Information Processing Systems·2017· 3 cited
Domain-Adversarial Training of Neural Networks
Advances in computer vision and pattern recognition·2017· 7.5k cited
Domain Adaptation in Computer Vision Applications
Advances in computer vision and pattern recognition·2017· 415 cited
DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation
arXiv (Cornell University)·2016· 10 citedOpen Access
DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation
Lecture notes in computer science·2016· 123 cited
Multiregion Bilinear Convolutional Neural Networks for Person\n Re-Identification
arXiv (Cornell University)·2015· 33 citedOpen Access
Domain-Adversarial Training of Neural Networks
arXiv (Cornell University)·2015· 75 citedOpen Access
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Frequent Co-authors

Victor Lempitsky(13), S. M. Ali Eslami(5), Evgeniya Ustinova(4), Daniil Kononenko(3), Diana Sungatullina(3), Tejas Kulkarni(3), I. Babuschkin(3), Oriol Vinyals(3), Hana Ajakan(2), Pascal Germain(2), Hugo Larochelle(2), François Laviolette(2), Mario Marchand(2), Maksim Rakhuba(2), Ivan Oseledets(2), Charlie Nash(2), Peter Battaglia(2), Sergey Bartunov(2), Yujia Li(2), Ethan Anderson Keller(2)