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ORCIDEvgeny Burnaev
Evgeny V. Burnaev – Evgeniy Burnaev – Eugeny Burnaev
Person information
- affiliation: Skolkovo Institute of Science and Technology (Skoltech), Russia
- affiliation (2009 - 2018): Russian Academy of Sciences, Kharkevich Institute for Information Transmission Problems, Moscow, Russia
- affiliation (former): Moscow Institute of Physics and Technology, Russia
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2020 – today
- 2025
[j43]N. Alsahanova
, V. Yarkin, E. Spodarev, O. Bronov, V. Bychenko, A. Marinets, E. Syrkashev, O. Karpov, Evgeny Burnaev, A. Bernstein, V. Alferova, Maxim Sharaev:
Knowledge-informed randomized machine learning and data fusion for anomaly areas detection in multimodal 3D images. Inf. Sci. 686: 121354 (2025)- [j42]S. Illarionova, R. Hamoudi, M. Zapevalina, I. Fedin, N. Alsahanova, A. Bernstein, Evgeny Burnaev, V. Alferova, E. Khrameeva, D. Shadrin, I. Talaat, A. Bouridane, Maxim Sharaev:
A hierarchical algorithm with randomized learning for robust tissue segmentation and classification in digital pathology. Inf. Sci. 686: 121358 (2025) - 2024
- [j41]Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev:
SeqNAS: Neural Architecture Search for Event Sequence Classification. IEEE Access 12: 3898-3909 (2024) - [j40]Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev:
QuantNAS for Super Resolution: Searching for Efficient Quantization-Friendly Architectures Against Quantization Noise. IEEE Access 12: 117008-117025 (2024) - [j39]Aleksandr Safin, Maxim Kan, Nikita Drobyshev, Oleg Voynov, Alexey Artemov, Alexander Filippov, Denis Zorin, Evgeny Burnaev:
Unpaired Depth Super-Resolution in the Wild. IEEE Access 12: 123322-123338 (2024) - [j38]Polina Pilyugina, Svetlana Medvedeva, Kirill Mosievich, Ilya Trofimov, Alina Kostromina, Dmitry Simakov, Evgeny Burnaev:
A Large-Scale Empirical Study of Aligned Time Series Forecasting. IEEE Access 12: 131100-131121 (2024) - [j37]Viktor Rakhmatulin, Miguel Altamirano Cabrera, Andrei Puchkov, Evgeny Burnaev, Dzmitry Tsetserukou:
Pose estimation in robotic electric vehicle plug-in charging tasks using auto-annotation and deep learning-based keypoint detector. Eng. Appl. Artif. Intell. 133: 108455 (2024) - [c125]Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Petr Mokrov, Evgeny Burnaev:
Neural Optimal Transport with General Cost Functionals. ICLR 2024 - [c124]Alexander Korotin, Nikita Gushchin, Evgeny Burnaev:
Light Schrödinger Bridge. ICLR 2024 - [c123]Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev:
Energy-guided Entropic Neural Optimal Transport. ICLR 2024 - [c122]Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov:
Disentanglement Learning via Topology. ICML 2024 - [c121]Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Light and Optimal Schrödinger Bridge Matching. ICML 2024 - [c120]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Estimating Barycenters of Distributions with Neural Optimal Transport. ICML 2024 - [c119]Sergei Shumilin, Alexander Ryabov, Nikolay B. Yavich, Evgeny Burnaev, Vladimir Vanovskiy:
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation. ICML 2024 - [i162]Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoliy Glushenko, Ivan Sukharev, Dmitry Berestnev, Evgeny Burnaev:
SeqNAS: Neural Architecture Search for Event Sequence Classification. CoRR abs/2401.03246 (2024) - [i161]Viktor Moskvoretskii, Dmitry Osin, Egor Shvetsov, Igor Udovichenko, Maxim Zhelnin, Andrey Dukhovny, Anna Zhimerikina, Albert Efimov, Evgeny Burnaev:
Self-Supervised Learning in Event Sequences: A Comparative Study and Hybrid Approach of Generative Modeling and Contrastive Learning. CoRR abs/2401.15935 (2024) - [i160]Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Light and Optimal Schrödinger Bridge Matching. CoRR abs/2402.03207 (2024) - [i159]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Estimating Barycenters of Distributions with Neural Optimal Transport. CoRR abs/2402.03828 (2024) - [i158]Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Adversarial Schrödinger Bridge Matching. CoRR abs/2405.14449 (2024) - [i157]Savva Ignatyev, Nina Konovalova, Daniil Selikhanovych, Nikolay Patakin, Oleg Voynov, Dmitry Senushkin, Alexander Filippov, Anton Konushin, Peter Wonka, Evgeny Burnaev:
A3D: Does Diffusion Dream about 3D Alignment? CoRR abs/2406.15020 (2024) - [i156]Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev:
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. CoRR abs/2407.04363 (2024) - [i155]Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov:
Scalar Function Topology Divergence: Comparing Topology of 3D Objects. CoRR abs/2407.08364 (2024) - [i154]Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov, Egor Venediktov, Mariya Krylova, Aleksandr Zuev, Evgeny Burnaev:
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs. CoRR abs/2408.15300 (2024) - 2023
- [j36]Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev:
Multi-Fidelity Neural Architecture Search With Knowledge Distillation. IEEE Access 11: 59217-59225 (2023) - [j35]Islombek Mirpulatov, Svetlana Illarionova, Dmitrii Shadrin, Evgeny Burnaev:
Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels. IEEE Access 11: 82570-82583 (2023) - [j34]Egor Burkov, Ruslan Rakhimov, Aleksandr Safin, Evgeny Burnaev, Victor Lempitsky:
Multi-NeuS: 3D Head Portraits From Single Image With Neural Implicit Functions. IEEE Access 11: 95681-95691 (2023) - [j33]Andrey Lange, Dmitry Smolyakov, Evgeny Burnaev:
Sequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information. IEEE Access 11: 128106-128124 (2023) - [j32]M. O. Zubrikhina, O. V. Abramova, V. E. Yarkin, Vadim L. Ushakov, A. G. Ochneva, A. V. Bernstein, Evgeny V. Burnaev, Denis S. Andreyuk, V. B. Savilov, M. V. Kurmishev, T. S. Syunyakov, O. A. Karpenko, A. V. Andryushchenko, G. P. Kostyuk, M. G. Sharaev:
Machine learning approaches to mild cognitive impairment detection based on structural MRI data and morphometric features. Cogn. Syst. Res. 78: 87-95 (2023) - [j31]Filipp Skomorokhov, Jun Wang, George V. Ovchinnikov, Evgeny Burnaev, Ivan V. Oseledets:
An event-triggered iteratively reweighted convex optimization approach to multi-period portfolio selection. Expert Syst. Appl. 216: 119427 (2023) - [j30]Anton Smerdov, Andrey Somov, Evgeny Burnaev, Anton Stepanov:
AI-enabled prediction of video game player performance using the data from heterogeneous sensors. Multim. Tools Appl. 82(7): 11021-11046 (2023) - [j29]Svetlana Illarionova, Dmitrii Shadrin, Islomjon Shukhratov, Ksenia Evteeva, Georgii Popandopulo, Nazar Sotiriadi, Ivan V. Oseledets, Evgeny Burnaev:
Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery. Remote. Sens. 15(9): 2347 (2023) - [j28]Georgii Popandopulo, Svetlana Illarionova, Dmitrii Shadrin, Ksenia Evteeva, Nazar Sotiriadi, Evgeny Burnaev:
Flood Extent and Volume Estimation Using Remote Sensing Data. Remote. Sens. 15(18): 4463 (2023) - [c118]Andreea Dogaru, Andrei-Timotei Ardelean, Savva Ignatyev, Egor Zakharov, Evgeny Burnaev:
Sphere-Guided Training of Neural Implicit Surfaces. CVPR 2023: 20844-20853 - [c117]Oleg Voynov, Gleb Bobrovskikh, Pavel A. Karpyshev, Saveliy Galochkin, Andrei-Timotei Ardelean, Arseniy Bozhenko, Ekaterina Karmanova, Pavel Kopanev, Yaroslav Labutin-Rymsho, Ruslan Rakhimov, Aleksandr Safin, Valerii Serpiva, Alexey Artemov, Evgeny Burnaev, Dzmitry Tsetserukou, Denis Zorin:
Multi-Sensor Large-Scale Dataset for Multi-View 3D Reconstruction. CVPR 2023: 21392-21403 - [c116]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Neural Optimal Transport. ICLR 2023 - [c115]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Kernel Neural Optimal Transport. ICLR 2023 - [c114]Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov:
Learning topology-preserving data representations. ICLR 2023 - [c113]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev:
Topological Data Analysis for Speech Processing. INTERSPEECH 2023: 311-315 - [c112]Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Extremal Domain Translation with Neural Optimal Transport. NeurIPS 2023 - [c111]Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev:
Entropic Neural Optimal Transport via Diffusion Processes. NeurIPS 2023 - [c110]Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin:
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark. NeurIPS 2023 - [c109]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Sergey I. Nikolenko, Evgeny Burnaev, Serguei Barannikov, Irina Piontkovskaya:
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. NeurIPS 2023 - [i153]Evgenii Kanin, A. A. Garipova, Sergei Boronin, V. V. Vanovsky, Albert L. Vainshtein, A. A. Afanasyev, Andrei Osiptsov, Evgeny V. Burnaev:
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements. CoRR abs/2301.02585 (2023) - [i152]Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Extremal Domain Translation with Neural Optimal Transport. CoRR abs/2301.12874 (2023) - [i151]Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov:
Learning Topology-Preserving Data Representations. CoRR abs/2302.00136 (2023) - [i150]Vladislav Zhuzhel, Vsevolod Grabar, Galina Boeva, Artem Zabolotnyi, Alexander Stepikin, Vladimir Zholobov, Maria Ivanova, Mikhail Orlov, Ivan Kireev, Evgeny Burnaev, Rodrigo Rivera-Castro, Alexey Zaytsev:
Continuous-time convolutions model of event sequences. CoRR abs/2302.06247 (2023) - [i149]Elizaveta Kovtun, Galina Boeva, Artem Zabolotnyi, Evgeny Burnaev, Martin Spindler, Alexey Zaytsev:
Label Attention Network for sequential multi-label classification: you were looking at a wrong self-attention. CoRR abs/2303.00280 (2023) - [i148]Maksim Nekrashevich, Alexander Korotin, Evgeny Burnaev:
Neural Gromov-Wasserstein Optimal Transport. CoRR abs/2303.05978 (2023) - [i147]Milena Gazdieva, Alexander Korotin, Evgeny Burnaev:
Partial Neural Optimal Transport. CoRR abs/2303.07988 (2023) - [i146]Petr Mokrov, Alexander Korotin, Evgeny Burnaev:
Energy-guided Entropic Neural Optimal Transport. CoRR abs/2304.06094 (2023) - [i145]Yue Fan, Ivan Skorokhodov, Oleg Voynov, Savva Ignatyev, Evgeny Burnaev, Peter Wonka, Yiqun Wang:
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects. CoRR abs/2305.17929 (2023) - [i144]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev:
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. CoRR abs/2306.04723 (2023) - [i143]Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin:
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark. CoRR abs/2306.10161 (2023) - [i142]Dmitrii Gavrilev, Evgeny Burnaev:
Anomaly Detection in Networks via Score-Based Generative Models. CoRR abs/2306.15324 (2023) - [i141]Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov:
Disentanglement Learning via Topology. CoRR abs/2308.12696 (2023) - [i140]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs. CoRR abs/2310.01105 (2023) - [i139]Alexander Korotin, Nikita Gushchin, Evgeny Burnaev:
Light Schrödinger Bridge. CoRR abs/2310.01174 (2023) - [i138]Diana Koldasbayeva, Polina Tregubova, Mikhail Gasanov, Alexey Zaytsev, Anna Petrovskaia, Evgeny Burnaev:
Challenges in data-based geospatial modeling for environmental research and practice. CoRR abs/2311.11057 (2023) - [i137]Natalia Soboleva, Olga Gorbunova, Maria Ivanova, Evgeny Burnaev, Matthias Nießner, Denis Zorin, Alexey Artemov:
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing. CoRR abs/2311.18494 (2023) - [i136]Savva Ignatyev, Daniil Selikhanovych, Oleg Voynov, Yiqun Wang, Peter Wonka, Stamatios Lefkimmiatis, Evgeny Burnaev:
NeuSD: Surface Completion with Multi-View Text-to-Image Diffusion. CoRR abs/2312.04654 (2023) - [i135]Sergei Shumilin, Alexander Ryabov, Evgeny Burnaev, Vladimir Vanovskiý:
A Method for Auto-Differentiation of the Voronoi Tessellation. CoRR abs/2312.16192 (2023) - 2022
- [j27]Ivan Fursov, Alexey Zaytsev, Pavel Burnyshev, Ekaterina Dmitrieva, Nikita Klyuchnikov, Andrey Kravchenko, Ekaterina Artemova, Evgenia Komleva, Evgeny Burnaev:
A Differentiable Language Model Adversarial Attack on Text Classifiers. IEEE Access 10: 17966-17976 (2022) - [j26]Ivan Fursov, Elizaveta Kovtun, Rodrigo Rivera-Castro, Alexey Zaytsev, Rasul Khasyanov, Martin Spindler, Evgeny Burnaev:
Sequence Embeddings Help Detect Insurance Fraud. IEEE Access 10: 32060-32074 (2022) - [j25]Olga Tsymboi, Yermek Kapushev, Evgeny Burnaev, Ivan V. Oseledets:
Denoising Score Matching via Random Fourier Features. IEEE Access 10: 34154-34169 (2022) - [j24]Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Alexander Filippov, Evgeny Burnaev:
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. IEEE Access 10: 45736-45747 (2022) - [j23]Artem Mikhaylov, Nina Mazyavkina, Mikhail Salnikov, Ilya Trofimov, Fu Qiang, Evgeny Burnaev:
Learned Query Optimizers: Evaluation and Improvement. IEEE Access 10: 75205-75218 (2022) - [j22]Valentina Bachurina, Svetlana Sushchinskaya, Maxim Sharaev, Evgeny Burnaev, Marie Arsalidou:
A machine learning investigation of factors that contribute to predicting cognitive performance: Difficulty level, reaction time and eye-movements. Decis. Support Syst. 155: 113713 (2022) - [j21]Roman Kail, Evgeny Burnaev, Alexey Zaytsev:
Recurrent Convolutional Neural Networks Help to Predict Location of Earthquakes. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j20]Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy:
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. Remote. Sens. 14(22): 5837 (2022) - [j19]Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan V. Oseledets, Evgeny Burnaev:
A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks. Remote. Sens. 14(22): 5861 (2022) - [j18]Simon Abramov, Alexander Korotin, Andrey Somov, Evgeny Burnaev, Anton Stepanov, Dmitry Nikolaev, Maria A. Titova:
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. IEEE J. Biomed. Health Informatics 26(8): 3597-3606 (2022) - [j17]Yuefan Shen, Hongbo Fu, Zhongshuo Du, Xiang Chen, Evgeny Burnaev, Denis Zorin, Kun Zhou, Youyi Zheng:
GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks. ACM Trans. Graph. 41(1): 8:1-8:14 (2022) - [j16]Albert Matveev, Ruslan Rakhimov, Alexey Artemov, Gleb Bobrovskikh, Vage Egiazarian, Emil Bogomolov, Daniele Panozzo, Denis Zorin, Evgeny Burnaev:
DEF: deep estimation of sharp geometric features in 3D shapes. ACM Trans. Graph. 41(4): 108:1-108:22 (2022) - [c108]Ilya Shashkov, Alexey Zaytsev, Nikita Balabin, Evgeny Burnaev:
Transfer learning for ensembles: reducing computation time and keeping the diversity. AIPR 2022: 8-13 - [c107]Ruslan Rakhimov, Andrei-Timotei Ardelean, Victor Lempitsky, Evgeny Burnaev:
NPBG++: Accelerating Neural Point-Based Graphics. CVPR 2022: 15948-15958 - [c106]Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. EMNLP (Findings) 2022: 88-107 - [c105]Litu Rout, Alexander Korotin, Evgeny Burnaev:
Generative Modeling with Optimal Transport Maps. ICLR 2022 - [c104]Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev:
Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML 2022: 1607-1626 - [c103]Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev:
Wasserstein Iterative Networks for Barycenter Estimation. NeurIPS 2022 - [c102]Alexander Korotin, Alexander Kolesov, Evgeny Burnaev:
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 - [c101]Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev:
Can We Use Neural Regularization to Solve Depth Super-resolution? VISIGRAPP (4: VISAPP) 2022: 582-590 - [c100]Alexandr Notchenko, Vladislav Ishimtsev, Alexey Artemov, Vadim Selyutin, Emil Bogomolov, Evgeny Burnaev:
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans. VISIGRAPP (5: VISAPP) 2022: 711-722 - [e2]Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina:
Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings. Communications in Computer and Information Science 1573, Springer 2022, ISBN 978-3-031-15167-5 [contents] - [e1]Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina:
Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13217, Springer 2022, ISBN 978-3-031-16499-6 [contents] - [i134]Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev:
Representation Topology Divergence: A Method for Comparing Neural Network Representations. CoRR abs/2201.00058 (2022) - [i133]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Neural Optimal Transport. CoRR abs/2201.12220 (2022) - [i132]Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev:
Wasserstein Iterative Networks for Barycenter Estimation. CoRR abs/2201.12245 (2022) - [i131]Milena Gazdieva, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Unpaired Image Super-Resolution with Optimal Transport Maps. CoRR abs/2202.01116 (2022) - [i130]Oleg Voynov, Gleb Bobrovskikh, Pavel A. Karpyshev, Andrei-Timotei Ardelean, Arseniy Bozhenko, Saveliy Galochkin, Ekaterina Karmanova, Pavel Kopanev, Yaroslav Labutin-Rymsho, Ruslan Rakhimov, Aleksandr Safin, Valerii Serpiva, Alexey Artemov, Evgeny Burnaev, Dzmitry Tsetserukou, Denis Zorin:
Multi-sensor large-scale dataset for multi-view 3D reconstruction. CoRR abs/2203.06111 (2022) - [i129]Ruslan Rakhimov, Andrei-Timotei Ardelean, Victor Lempitsky, Evgeny Burnaev:
NPBG++: Accelerating Neural Point-Based Graphics. CoRR abs/2203.13318 (2022) - [i128]Dmitrii Gavrilev, Nurlybek Amangeldiuly, Sergei Ivanov, Evgeny Burnaev:
High Performance of Gradient Boosting in Binding Affinity Prediction. CoRR abs/2205.07023 (2022) - [i127]Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. CoRR abs/2205.09630 (2022) - [i126]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Kernel Neural Optimal Transport. CoRR abs/2205.15269 (2022) - [i125]Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Evgeny Burnaev:
Neural Optimal Transport with General Cost Functionals. CoRR abs/2205.15403 (2022) - [i124]Alexandr Notchenko, Vladislav Ishimtsev, Alexey Artemov, Vadim Selyutin, Emil Bogomolov, Evgeny Burnaev:
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans. CoRR abs/2206.02366 (2022) - [i123]Alexander Korotin, Alexander Kolesov, Evgeny Burnaev:
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? CoRR abs/2206.07767 (2022) - [i122]Gleb Bazhenov, Sergei Ivanov, Maxim Panov, Alexey Zaytsev, Evgeny Burnaev:
Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective. CoRR abs/2206.10691 (2022) - [i121]Ilya Shashkov, Nikita Balabin, Evgeny Burnaev, Alexey Zaytsev:
Transfer learning for ensembles: reducing computation time and keeping the diversity. CoRR abs/2206.13116 (2022) - [i120]Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev:
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise. CoRR abs/2208.14839 (2022) - [i119]Egor Burkov, Ruslan Rakhimov, Aleksandr Safin, Evgeny Burnaev, Victor Lempitsky:
Multi-NeuS: 3D Head Portraits from Single Image with Neural Implicit Functions. CoRR abs/2209.04436 (2022) - [i118]Andreea Dogaru, Andrei-Timotei Ardelean, Savva Ignatyev, Evgeny Burnaev, Egor Zakharov:
Sphere-Guided Training of Neural Implicit Surfaces. CoRR abs/2209.15511 (2022) - [i117]Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy:
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. CoRR abs/2210.08877 (2022) - [i116]Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev:
Entropic Neural Optimal Transport via Diffusion Processes. CoRR abs/2211.01156 (2022) - [i115]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev:
Topological Data Analysis for Speech Processing. CoRR abs/2211.17223 (2022) - 2021
- [j15]Nina Mazyavkina, Sergey Sviridov, Sergei Ivanov, Evgeny Burnaev:
Reinforcement learning for combinatorial optimization: A survey. Comput. Oper. Res. 134: 105400 (2021) - [j14]Anton Smerdov, Andrey Somov, Evgeny Burnaev, Bo Zhou, Paul Lukowicz:
Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning. IEEE Internet Things J. 8(22): 16680-16691 (2021) - [j13]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts. Pattern Recognit. 120: 108175 (2021) - [c99]Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
3D Parametric Wireframe Extraction Based on Distance Fields. AIPR