Andrey Filchenkov

According to our database, Andrey Filchenkov authored at least 71 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bid Landscape Forecasting and Cold Start Problem With Transformers.

Daria Yakovleva, Sergei Telnov, Ilya Makarov, Andrey Filchenkov

IEEE Access, 2024

Neural Style Transfer for Vector Graphics.

Ivan Jarsky, Valeria Efimova, Artyom Chebykin, Viacheslav Shalamov, Andrey Filchenkov

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Conditional Vector Graphics Generation for Music Cover Images.

Ivan Jarsky, Valeria Efimova, Ilya Bizyaev, Andrey Filchenkov

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Image Vectorization: a Review.

Maria Dziuba, Ivan Jarsky, Valeria Efimova, Andrey Filchenkov

CoRR, 2023

Neural Style Transfer for Vector Graphics.

Valeria Efimova, Artyom Chebykin, Ivan Jarsky, Evgenii Prosvirnin, Andrey Filchenkov

CoRR, 2023

New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition.

Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Minimalist Approach for Domain Adaptation with Optimal Transport.

Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation.

Qi Yang, Aleksandr Farseev, Sergey I. Nikolenko, Andrey Filchenkov

Frontiers Big Data, 2022

Multi-step domain adaptation by adversarial attack to H ΔH-divergence.

Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov

CoRR, 2022

Easy Batch Normalization.

Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov

CoRR, 2022

Connecting adversarial attacks and optimal transport for domain adaptation.

Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov

CoRR, 2022

Combating data incompetence in pollen images detection and classification for pollinosis prevention.

Natalia Khanzhina, Andrey Filchenkov, Natalia Minaeva, Larisa Novoselova, Maxim V. Petukhov, Irina Kharisova, Julia Pinaeva, Georgiy Zamorin, Evgeny Putin, Elena Zamyatina, Anatoly Shalyto

Comput. Biol. Medicine, 2022

First Describe, Then Depict: Generating Covers for Music and Books via Extracting Keywords: This paper presents two methods to generate high resolution uncopyrighted book covers or music album covers.

Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov

Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, 2022

2021

Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling.

Natalia Khanzhina, Alexey Lapenok, Andrey Filchenkov

CoRR, 2021

Realistic Text Replacement With Non-Uniform Style Conditioning.

Arseny Nerinovsky, Igor Buzhinsky, Andrey Filchenkov

IEEE Access, 2021

SoMin.ai: Personality-Driven Content Generation Platform.

Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo

Proceedings of the WSDM '21, 2021

Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks.

Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev

Proceedings of the MULL'21: Multimedia Understanding with Less Labeling on Multimedia Understanding with Less Labeling, 2021

Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling.

Qi Yang, Aleksandr Farseev, Andrey Filchenkov

Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021

Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor Segmentation.

Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Solving Continuous Control with Episodic Memory.

Igor Kuznetsov, Andrey Filchenkov

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Text-based sequential image generation.

Valeria Efimova, Andrey Filchenkov

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020

Stabilizing Transformer-Based Action Sequence Generation For Q-Learning.

Gideon Stein, Andrey Filchenkov, Arip Asadulaev

CoRR, 2020

I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance.

Qi Yang, Aleksandr Farseev, Andrey Filchenkov

CoRR, 2020

Exploring and Exploiting Conditioning of Reinforcement Learning Agents.

Arip Asadulaev, Igor Kuznetsov, Gideon Stein, Andrey Filchenkov

IEEE Access, 2020

Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection.

Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Keypoint-based static object removal from photographs.

Viacheslav Shalamov, Andrey Filchenkov

Proceedings of the Thirteenth International Conference on Machine Vision, 2020

Detection of Shocking Images as One-Class Classification Using Convolutional and Siamese Neural Networks.

Pavel Gulyaev, Andrey Filchenkov

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes.

Svyatoslav Oreshin, Andrey Filchenkov, Polina Petrusha, Egor Krasheninnikov, Alexander Panfilov, Igor Glukhov, Yulia E. Kaliberda, Daniil Masalskiy, Alexey Serdyukov, Vladimir Kazakovtsev, Maksim Khlopotov, Timofey Podolenchuk, Ivan Smetannikov, Daria Kozlova

Proceedings of the CCRIS 2020: International Conference on Control, 2020

A Cloud-based Network of 3D Objects for Robust Grasp Planning.

Sergey Muravyov, Andrey Filchenkov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Generative Adversarial Networks for Respiratory Sound Augmentation.

Kirill Kochetov, Andrey Filchenkov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification.

Gleb Drozdov, Alexey Zabashta, Andrey Filchenkov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

Joint Slot Filling and Intent Detection in Spoken Language Understanding by Hybrid CNN-LSTM Model.

Moath Al Ali, Bassel Zaity, Pavel D. Drobintsev, Hazem Wannous, Igor Chernoruckiy, Andrey Filchenkov

Proceedings of the CCRIS 2020: International Conference on Control, 2020

A Machine Learning Based Plagiarism Detection in Source Code.

Nickolay Viuginov, Petr Grachev, Andrey Filchenkov

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

Transgenerators.

Arip Asadulaev, Gideon Stein, Andrey Filchenkov

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

2019

Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system.

Dmitry Mukhutdinov, Andrey Filchenkov, Anatoly Shalyto, Valeriy Vyatkin

Future Gener. Comput. Syst., 2019

Heuristic and metaheuristic solutions of pickup and delivery problem for self-driving taxi routing.

Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto

Evol. Syst., 2019

Jacobian Policy Optimizations.

Arip Asadulaev, Gideon Stein, Igor Kuznetsov, Andrey Filchenkov

CoRR, 2019

Linear Distillation Learning.

Arip Asadulaev, Igor Kuznetsov, Andrey Filchenkov

CoRR, 2019

A machine learning based automatic folding of dynamically typed languages.

Nickolay Viuginov, Andrey Filchenkov

Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, 2019

Active Dataset Generation for Meta-learning System Quality Improvement.

Alexey Zabashta, Andrey Filchenkov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Meta-learning Based Evolutionary Clustering Algorithm.

Dmitry Tomp, Sergey Muravyov, Andrey Filchenkov, Vladimir Parfenov

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Synthetic images generation for text detection and recognition in the wild.

Natalia Khanzhina, Natalia Slepkova, Andrey Filchenkov

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Synthetic dataset generation for text recognition with generative adversarial networks.

Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Exploring the Relationship between the Structural and the Actual Similarities of Automata.

Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019

Skin Lesion Primary Morphology Classification With End-To-End Deep Learning Network.

Tatyana Polevaya, Roman Ravodin, Andrey Filchenkov

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

Generating Datasets for Classification Task and Predicting Best Classifiers with Conditional Generative Adversarial Networks.

Ilya Kachalsky, Alexey Zabashta, Andrey Filchenkov, Georgiy Korneev

Proceedings of the 3rd International Conference on Advances in Artificial Intelligence, 2019

Real-Time Bidding with Soft Actor-Critic Reinforcement Learning in Display Advertising.

Daria Yakovleva, Artem Popov, Andrey Filchenkov

Proceedings of the 25th Conference of Open Innovations Association, 2019

A Whole New Ball Game: Harvesting Game Data for Player Profiling.

Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Flow-Based Heuristic Algorithm for Network Operations Planning in Smart Grids.

George Davidescu, Andrey Filchenkov, Amir Muratov, Valeriy Vyatkin

Proceedings of the IECON 2018, 2018

Noise Masking Recurrent Neural Network for Respiratory Sound Classification.

Kirill Kochetov, Evgeny Putin, Maksim Balashov, Andrey Filchenkov, Anatoly Shalyto

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages.

Sergey Budkov, Kseniya Buraya, Andrey Filchenkov, Ivan Smetannikov, Antonina Puchkovskaia

Proceedings of the 23rd Conference of Open Innovations Association, 2018

Formalization and Automated Detection of Tourist City Center Location.

Ruslan Akhundov, Andrey Filchenkov, Vladimir Gorovoy

Proceedings of the 23rd Conference of Open Innovations Association, 2018

Pollen grain recognition using convolutional neural network.

Natalia Khanzhina, Evgeny Putin, Andrey Filchenkov, Elena Zamyatina

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs.

Ivan Samborskii, Andrey Filchenkov, Georgiy Korneev, Aleksandr Farseev

Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018

Multi-view Personality Profiling Based on Longitudinal Data.

Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

Estimation of the influence of spiking neural network parameters on classification accuracy using a genetic algorithm.

Aleksandr Sboev, Alexey Serenko, Roman B. Rybka, Danila Vlasov, Andrey Filchenkov

Proceedings of the Postproceedings of the 9th Annual International Conference on Biologically Inspired Cognitive Architectures, 2018

2017

Learning to Generate Chairs with Generative Adversarial Nets.

Evgeny Zamyatin, Andrey Filchenkov

CoRR, 2017

Cross-Domain Recommendation via Clustering on Multi-Layer Graphs.

Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

NDSE: Instance Generation for Classification by Given Meta-Feature Description.

Alexey Zabashta, Andrey Filchenkov

Proceedings of the International Workshop on Automatic Selection, 2017

Meta-learning System for Automated Clustering.

Sergey Muravyov, Andrey Filchenkov

Proceedings of the International Workshop on Automatic Selection, 2017

Wheeze Detection Using Convolutional Neural Networks.

Kirill Kochetov, Evgeny Putin, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov

Proceedings of the Progress in Artificial Intelligence, 2017

Feature selection algorithm ensembling based on meta-learning.

Igor Tanfilev, Andrey Filchenkov, Ivan Smetannikov

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Towards Never Ending Language Learning for Morphologically Rich Languages.

Kseniya Buraya, Lidia Pivovarova, Sergey Budkov, Andrey Filchenkov

Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing, 2017

Towards User Personality Profiling from Multiple Social Networks.

Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms.

Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov

CoRR, 2016

Rank Aggregation Algorithm Selection Meets Feature Selection.

Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing.

Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Reinforcement-Based Simultaneous Algorithm and Its Hyperparameters Selection.

Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto

Proceedings of the Intelligent Data Processing, 11th International Conference, 2016

Small-Moves Based Mutation For Pick-Up And Delivery Problem.

Viacheslav Shalamov, Andrey Filchenkov, Daniil Chivilikhin

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection.

Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov

Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015

PCA-based algorithm for feature score measures ensemble construction.

Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015