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Hyperbolic Vision Transformers: Combining Improvements in Metric Learning



Aleksandr Ermolov , Leyla Mirvakhabova , Valentin Khrulkov , Nicu Sebe , Ivan Oseledets

* CVPR 2022 

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Understanding DDPM Latent Codes Through Optimal Transport



Valentin Khrulkov , Ivan Oseledets


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Label-Efficient Semantic Segmentation with Diffusion Models



Dmitry Baranchuk , Ivan Rubachev , Andrey Voynov , Valentin Khrulkov , Artem Babenko


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Latent Transformations via NeuralODEs for GAN-based Image Editing



Valentin Khrulkov , Leyla Mirvakhabova , Ivan Oseledets , Artem Babenko

* Published at ICCV 2021 

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Revisiting Deep Learning Models for Tabular Data



Yury Gorishniy , Ivan Rubachev , Valentin Khrulkov , Artem Babenko

* Code: https://github.com/yandex-research/rtdl 

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Disentangled Representations from Non-Disentangled Models



Valentin Khrulkov , Leyla Mirvakhabova , Ivan Oseledets , Artem Babenko


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Functional Space Analysis of Local GAN Convergence



Valentin Khrulkov , Artem Babenko , Ivan Oseledets


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Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks



Leyla Mirvakhabova , Evgeny Frolov , Valentin Khrulkov , Ivan Oseledets , Alexander Tuzhilin

* Accepted at ACM RecSys 2020; 7 pages 

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Sample Efficient Ensemble Learning with Catalyst.RL



Sergey Kolesnikov , Valentin Khrulkov

* arXiv admin note: substantial text overlap with arXiv:1903.00027 

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