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Valentin Khrulkov
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Journal Articles
- 2020
- [j2]Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets:
Tensor Train Decomposition on TensorFlow (T3F). J. Mach. Learn. Res. 21: 30:1-30:7 (2020) - 2018
- [j1]Valentin Khrulkov, Ivan V. Oseledets
:
Desingularization of Bounded-Rank Matrix Sets. SIAM J. Matrix Anal. Appl. 39(1): 451-471 (2018)
Conference and Workshop Papers
- 2023
- [c14]Valentin Khrulkov, Gleb V. Ryzhakov, Andrei Chertkov, Ivan V. Oseledets:
Understanding DDPM Latent Codes Through Optimal Transport. ICLR 2023 - 2022
- [c13]Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CVPR 2022: 7399-7409 - [c12]Dmitry Baranchuk, Andrey Voynov, Ivan Rubachev, Valentin Khrulkov, Artem Babenko:
Label-Efficient Semantic Segmentation with Diffusion Models. ICLR 2022 - 2021
- [c11]Valentin Khrulkov, Artem Babenko:
Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation. CVPR 2021: 4988-4997 - [c10]Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko:
Latent Transformations via NeuralODEs for GAN-based Image Editing. ICCV 2021: 14408-14417 - [c9]Valentin Khrulkov, Artem Babenko, Ivan V. Oseledets:
Functional Space Analysis of Local GAN Convergence. ICML 2021: 5432-5442 - [c8]Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko:
Revisiting Deep Learning Models for Tabular Data. NeurIPS 2021: 18932-18943 - 2020
- [c7]Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan V. Oseledets, Victor S. Lempitsky:
Hyperbolic Image Embeddings. CVPR 2020: 6417-6427 - [c6]Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets:
Tensorized Embedding Layers. EMNLP (Findings) 2020: 4847-4860 - [c5]Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin:
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. RecSys 2020: 527-532 - 2019
- [c4]Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets:
Generalized Tensor Models for Recurrent Neural Networks. ICLR (Poster) 2019 - 2018
- [c3]Valentin Khrulkov, Ivan V. Oseledets:
Art of Singular Vectors and Universal Adversarial Perturbations. CVPR 2018: 8562-8570 - [c2]Valentin Khrulkov, Alexander Novikov, Ivan V. Oseledets:
Expressive power of recurrent neural networks. ICLR (Poster) 2018 - [c1]Valentin Khrulkov, Ivan V. Oseledets:
Geometry Score: A Method For Comparing Generative Adversarial Networks. ICML 2018: 2626-2634
Informal and Other Publications
- 2024
- [i20]Sergey Kastryulin, Artem Konev, Alexander Shishenya, Eugene Lyapustin, Artem Khurshudov, Alexander Tselousov, Nikita Vinokurov, Denis Kuznedelev, Alexander Markovich, Grigoriy Livshits, Alexey Kirillov, Anastasiia Tabisheva, Liubov Chubarova, Marina Kaminskaia, Alexander Ustyuzhanin
YaART: Yet Another ART Rendering Technology. CoRR abs/2404.05666 (2024) - 2023
- [i19]Nikita Starodubcev, Dmitry Baranchuk, Valentin Khrulkov, Artem Babenko:
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models. CoRR abs/2304.04344 (2023) - 2022
- [i18]Valentin Khrulkov, Ivan V. Oseledets:
Understanding DDPM Latent Codes Through Optimal Transport. CoRR abs/2202.07477 (2022) - [i17]Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets:
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CoRR abs/2203.10833 (2022) - 2021
- [i16]Valentin Khrulkov, Artem Babenko, Ivan V. Oseledets:
Functional Space Analysis of Local GAN Convergence. CoRR abs/2102.04448 (2021) - [i15]Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko:
Disentangled Representations from Non-Disentangled Models. CoRR abs/2102.06204 (2021) - [i14]Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko:
Revisiting Deep Learning Models for Tabular Data. CoRR abs/2106.11959 (2021) - [i13]Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko:
Latent Transformations via NeuralODEs for GAN-based Image Editing. CoRR abs/2111.14825 (2021) - [i12]Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko:
Label-Efficient Semantic Segmentation with Diffusion Models. CoRR abs/2112.03126 (2021) - 2020
- [i11]Sergey Kolesnikov, Valentin Khrulkov:
Sample Efficient Ensemble Learning with Catalyst.RL. CoRR abs/2003.14210 (2020) - [i10]Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin:
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. CoRR abs/2008.06716 (2020) - 2019
- [i9]Valentin Khrulkov, Oleksii Hrinchuk, Leyla Mirvakhabova, Ivan V. Oseledets:
Tensorized Embedding Layers for Efficient Model Compression. CoRR abs/1901.10787 (2019) - [i8]Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets:
Generalized Tensor Models for Recurrent Neural Networks. CoRR abs/1901.10801 (2019) - [i7]Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan V. Oseledets, Victor S. Lempitsky:
Hyperbolic Image Embeddings. CoRR abs/1904.02239 (2019) - [i6]Valentin Khrulkov, Ivan V. Oseledets:
Universality Theorems for Generative Models. CoRR abs/1905.11520 (2019) - 2018
- [i5]Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets:
Tensor Train decomposition on TensorFlow (T3F). CoRR abs/1801.01928 (2018) - [i4]Valentin Khrulkov, Ivan V. Oseledets:
Geometry Score: A Method For Comparing Generative Adversarial Networks. CoRR abs/1802.02664 (2018) - 2017
- [i3]Valentin Khrulkov, M. V. Rakhuba, Ivan V. Oseledets:
Vico-Greengard-Ferrando quadratures in the tensor solver for integral equations. CoRR abs/1704.01669 (2017) - [i2]Valentin Khrulkov, Ivan V. Oseledets:
Art of singular vectors and universal adversarial perturbations. CoRR abs/1709.03582 (2017) - [i1]Valentin Khrulkov, Alexander Novikov, Ivan V. Oseledets:
Expressive power of recurrent neural networks. CoRR abs/1711.00811 (2017)
Coauthor Index
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