Evgeny Burnaev
Orcid: 0000-0001-8424-0690Affiliations:
- Skolkovo Institute of Science and Technology (Skoltech), Russia
- Russian Academy of Sciences, Kharkevich Institute for Information Transmission Problems, Moscow, Russia (2009 - 2018)
- Moscow Institute of Physics and Technology, Russia (former)
According to our database1,
Evgeny Burnaev
authored at least 247 papers
between 2013 and 2025.
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Bibliography
2025
A hierarchical algorithm with randomized learning for robust tissue segmentation and classification in digital pathology.
Inf. Sci., 2025
Knowledge-informed randomized machine learning and data fusion for anomaly areas detection in multimodal 3D images.
Inf. Sci., 2025
2024
Pose estimation in robotic electric vehicle plug-in charging tasks using auto-annotation and deep learning-based keypoint detector.
Eng. Appl. Artif. Intell., 2024
Data-Driven Uncertainty-Aware Forecasting of Sea Ice Conditions in the Gulf of Ob Based on Satellite Radar Imagery.
CoRR, 2024
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization.
CoRR, 2024
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Self-Supervised Learning in Event Sequences: A Comparative Study and Hybrid Approach of Generative Modeling and Contrastive Learning.
CoRR, 2024
IEEE Access, 2024
QuantNAS for Super Resolution: Searching for Efficient Quantization-Friendly Architectures Against Quantization Noise.
IEEE Access, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Remote. Sens., September, 2023
Remote. Sens., May, 2023
An event-triggered iteratively reweighted convex optimization approach to multi-period portfolio selection.
Expert Syst. Appl., April, 2023
AI-enabled prediction of video game player performance using the data from heterogeneous sensors.
Multim. Tools Appl., March, 2023
Machine learning approaches to mild cognitive impairment detection based on structural MRI data and morphometric features.
Cogn. Syst. Res., March, 2023
Challenges in data-based geospatial modeling for environmental research and practice.
CoRR, 2023
CoRR, 2023
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects.
CoRR, 2023
Label Attention Network for sequential multi-label classification: you were looking at a wrong self-attention.
CoRR, 2023
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements.
CoRR, 2023
IEEE Access, 2023
Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels.
IEEE Access, 2023
Sequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information.
IEEE Access, 2023
IEEE Access, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
ACM Trans. Graph., 2022
ACM Trans. Graph., 2022
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study.
IEEE J. Biomed. Health Informatics, 2022
A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks.
Remote. Sens., 2022
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A machine learning investigation of factors that contribute to predicting cognitive performance: Difficulty level, reaction time and eye-movements.
Decis. Support Syst., 2022
Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective.
CoRR, 2022
IEEE Access, 2022
IEEE Access, 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Autoencoders with deformable convolutions for latent representation of EEG spectrograms in classification tasks.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
Representation Topology Divergence: A Method for Comparing Neural Network Representations.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Transfer learning for ensembles: reducing computation time and keeping the diversity.
Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, 2022
2021
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts.
Pattern Recognit., 2021
Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning.
IEEE Internet Things J., 2021
Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells.
CoRR, 2021
Data-driven model for hydraulic fracturing design optimization. Part II: Inverse problem.
CoRR, 2021
Comput. Oper. Res., 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the Intelligent Computing, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the Fourteenth International Conference on Machine Vision, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021
2020
SIAM J. Sci. Comput., 2020
Real-Time Data-Driven Detection of the Rock-Type Alteration During a Directional Drilling.
IEEE Geosci. Remote. Sens. Lett., 2020
AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors.
CoRR, 2020
CoRR, 2020
CoRR, 2020
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis.
CoRR, 2020
Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation.
CoRR, 2020
CoRR, 2020
Interpretable Deep Learning for Pattern Recognition in Brain Differences Between Men and Women.
CoRR, 2020
Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers.
CoRR, 2020
CoRR, 2020
Data-driven models and computational tools for neurolinguistics: a language technology perspective.
CoRR, 2020
Latent-space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Assessment of Video Games Players and Teams Behaviour via Sensing and Heterogeneous Data Analysis: Deployment at an eSports Tournament.
Proceedings of the Science and Technologies for Smart Cities, 2020
Analysis of the Reaction Time of eSports Players through the Gaze Tracking and Personality Trait.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
eSports Players Professional Level and Tiredness Prediction using EEG and Machine Learning.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Proceedings of the Thirteenth International Conference on Machine Vision, 2020
Proceedings of the Thirteenth International Conference on Machine Vision, 2020
Proceedings of the Thirteenth International Conference on Machine Vision, 2020
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020
Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020
Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2020
Gradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World.
Proceedings of the Analysis of Images, Social Networks and Texts, 2020
Proceedings of the Analysis of Images, Social Networks and Texts, 2020
2019
Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks.
Comput. Geosci., 2019
Integral Mixabilty: a Tool for Efficient Online Aggregation of Functional and Probabilistic Forecasts.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems.
CoRR, 2019
Topological Data Analysis of Time Series Data for B2B Customer Relationship Management.
CoRR, 2019
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data.
CoRR, 2019
Understanding Cyber Athletes Behaviour Through a Smart Chair: CS: GO and Monolith Team Scenario.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019
eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair.
Proceedings of the 2019 IEEE SmartWorld, 2019
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis.
Proceedings of the 2019 IEEE SmartWorld, 2019
Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the Analysis of Images, Social Networks and Texts, 2019
2018
CoRR, 2018
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
Proceedings of the Eleventh International Conference on Machine Vision, 2018
Proceedings of the Eleventh International Conference on Machine Vision, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Functional Brain Areas Mapping in Patients with Glioma Based on Resting-State fMRI Data Decomposition.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Voxelwise 3D Convolutional and Recurrent Neural Networks for Epilepsy and Depression Diagnostics from Structural and Functional MRI Data.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
MRI-Based Diagnostics of Depression Concomitant with Epilepsy: In Search of the Potential Biomarkers.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018
Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018
Satellite Imagery Analysis for Operational Damage Assessment in Emergency Situations.
Proceedings of the Business Information Systems - 21st International Conference, 2018
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018
2017
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions.
Ann. Math. Artif. Intell., 2017
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017
Proceedings of the Tenth International Conference on Machine Vision, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Proceedings of the Analysis of Images, Social Networks and Texts, 2017
2016
CoRR, 2016
Automatic construction of a recurrent neural network based classifier for vehicle passage detection.
Proceedings of the Ninth International Conference on Machine Vision, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Detecting Performance Degradation of Software-Intensive Systems in the Presence of Trends and Long-Range Dependence.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016
2015
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015
Adaptive Design of Experiments for Sobol Indices Estimation Based on Quadratic Metamodel.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015
Proceedings of the Eighth International Conference on Machine Vision, 2015
Proceedings of the Eighth International Conference on Machine Vision, 2015
Nonparametric decomposition of quasi-periodic time series for change-point detection.
Proceedings of the Eighth International Conference on Machine Vision, 2015
Proceedings of the Eighth International Conference on Machine Vision, 2015
2014
Proceedings of The 27th Conference on Learning Theory, 2014
2013
Properties of the posterior distribution of a regression model based on Gaussian random fields.
Autom. Remote. Control., 2013
Autom. Remote. Control., 2013