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2020 – today
- 2024
[j7]Daria Yakovleva, Sergei Telnov, Ilya Makarov
, Andrey Filchenkov:
Bid Landscape Forecasting and Cold Start Problem With Transformers. IEEE Access 12: 19117-19127 (2024)- [c52]Ivan Jarsky, Valeria Efimova, Ilya Bizyaev, Andrey Filchenkov:
Conditional Vector Graphics Generation for Music Cover Images. VISIGRAPP (2): VISAPP 2024: 233-243 - [c51]Ivan Jarsky, Valeria Efimova, Artyom Chebykin, Viacheslav Shalamov, Andrey Filchenkov:
Neural Style Transfer for Vector Graphics. VISIGRAPP (3): VISAPP 2024: 686-693 - 2023
- [c50]Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov:
A Minimalist Approach for Domain Adaptation with Optimal Transport. CoLLAs 2023: 1009-1024 - [c49]Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov:
New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition. CVPR Workshops 2023: 4253-4262 - [i17]Valeria Efimova, Artyom Chebykin, Ivan Jarsky, Evgenii Prosvirnin, Andrey Filchenkov:
Neural Style Transfer for Vector Graphics. CoRR abs/2303.03405 (2023) - [i16]Maria Dziuba, Ivan Jarsky, Valeria Efimova, Andrey Filchenkov:
Image Vectorization: a Review. CoRR abs/2306.06441 (2023) - 2022
- [j6]Natalia Khanzhina, Andrey Filchenkov, Natalia Minaeva, Larisa Novoselova, Maxim V. Petukhov, Irina Kharisova, Julia Pinaeva, Georgiy Zamorin, Evgeny Putin, Elena Zamyatina, Anatoly Shalyto:
Combating data incompetence in pollen images detection and classification for pollinosis prevention. Comput. Biol. Medicine 140: 105064 (2022) - [j5]Qi Yang, Aleksandr Farseev, Sergey I. Nikolenko, Andrey Filchenkov:
Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation. Frontiers Big Data 5 (2022) - [c48]Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov:
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. AIPR 2022: 734-739 - [i15]Valeria Efimova, Ivan Jarsky, Ilya Bizyaev, Andrey Filchenkov:
Conditional Vector Graphics Generation for Music Cover Images. CoRR abs/2205.07301 (2022) - [i14]Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov:
Connecting adversarial attacks and optimal transport for domain adaptation. CoRR abs/2205.15424 (2022) - [i13]Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov:
Easy Batch Normalization. CoRR abs/2207.08940 (2022) - [i12]Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov:
Multi-step domain adaptation by adversarial attack to H ΔH-divergence. CoRR abs/2207.08948 (2022) - 2021
- [j4]Arseny Nerinovsky, Igor Buzhinsky, Andrey Filchenkov:
Realistic Text Replacement With Non-Uniform Style Conditioning. IEEE Access 9: 92706-92714 (2021) - [c47]Valeria Efimova, Andrey Filchenkov:
Text-based sequential image generation. ICMV 2021: 120840H - [c46]Igor Kuznetsov, Andrey Filchenkov:
Solving Continuous Control with Episodic Memory. IJCAI 2021: 2651-2657 - [c45]Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov:
Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor Segmentation. UNSURE/PIPPI@MICCAI 2021: 64-74 - [c44]Qi Yang, Aleksandr Farseev, Andrey Filchenkov:
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling. ICDAR@ICMR 2021: 39-47 - [c43]Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev:
Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks. MULL @ ACM Multimedia 2021: 17-25 - [c42]Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo:
SoMin.ai: Personality-Driven Content Generation Platform. WSDM 2021: 890-893 - [i11]Igor Kuznetsov, Andrey Filchenkov:
Solving Continuous Control with Episodic Memory. CoRR abs/2106.08832 (2021) - [i10]Qi Yang, Aleksandr Farseev, Andrey Filchenkov:
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling. CoRR abs/2106.10673 (2021) - [i9]Natalia Khanzhina, Alexey Lapenok, Andrey Filchenkov:
Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling. CoRR abs/2108.00784 (2021) - 2020
- [j3]Arip Asadulaev, Igor Kuznetsov, Gideon Stein, Andrey Filchenkov:
Exploring and Exploiting Conditioning of Reinforcement Learning Agents. IEEE Access 8: 211951-211960 (2020) - [c41]Arip Asadulaev, Gideon Stein, Andrey Filchenkov:
Transgenerators. ACAI 2020: 90:1-90:5 - [c40]Nickolay Viuginov, Petr Grachev, Andrey Filchenkov:
A Machine Learning Based Plagiarism Detection in Source Code. ACAI 2020: 93:1-93:6 - [c39]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:
Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. CCRIS 2020: 78-83 - [c38]Gleb Drozdov, Alexey Zabashta, Andrey Filchenkov:
Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification. CCRIS 2020: 88-92 - [c37]Sergey Muravyov, Andrey Filchenkov:
A Cloud-based Network of 3D Objects for Robust Grasp Planning. CCRIS 2020: 99-105 - [c36]Kirill Kochetov, Andrey Filchenkov:
Generative Adversarial Networks for Respiratory Sound Augmentation. CCRIS 2020: 106-111 - [c35]Moath Al Ali, Bassel Zaity, Pavel D. Drobintsev, Hazem Wannous, Igor Chernoruckiy, Andrey Filchenkov:
Joint Slot Filling and Intent Detection in Spoken Language Understanding by Hybrid CNN-LSTM Model. CCRIS 2020: 112-117 - [c34]Pavel Gulyaev, Andrey Filchenkov:
Detection of Shocking Images as One-Class Classification Using Convolutional and Siamese Neural Networks. EANN 2020: 240-250 - [c33]Viacheslav Shalamov, Andrey Filchenkov:
Keypoint-based static object removal from photographs. ICMV 2020: 116050O - [c32]Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov:
Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection. IDEAL (2) 2020: 66-75 - [i8]Qi Yang, Aleksandr Farseev, Andrey Filchenkov:
I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance. CoRR abs/2002.01726 (2020) - [i7]Gideon Stein, Andrey Filchenkov, Arip Asadulaev:
Stabilizing Transformer-Based Action Sequence Generation For Q-Learning. CoRR abs/2010.12698 (2020) - [i6]Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo:
SoMin.ai: Personality-Driven Content Generation Platform. CoRR abs/2011.14615 (2020)
2010 – 2019
- 2019
- [j2]Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto:
Heuristic and metaheuristic solutions of pickup and delivery problem for self-driving taxi routing. Evol. Syst. 10(1): 3-11 (2019) - [j1]Dmitry Mukhutdinov, Andrey Filchenkov, Anatoly Shalyto, Valeriy Vyatkin:
Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system. Future Gener. Comput. Syst. 94: 587-600 (2019) - [c31]Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua:
A Whole New Ball Game: Harvesting Game Data for Player Profiling. AAAI 2019: 10025-10026 - [c30]Daria Yakovleva, Artem Popov, Andrey Filchenkov:
Real-Time Bidding with Soft Actor-Critic Reinforcement Learning in Display Advertising. FRUCT 2019: 373-382 - [c29]Ilya Kachalsky, Alexey Zabashta, Andrey Filchenkov, Georgiy Korneev:
Generating Datasets for Classification Task and Predicting Best Classifiers with Conditional Generative Adversarial Networks. ICAAI 2019: 97-101 - [c28]Tatyana Polevaya, Roman Ravodin, Andrey Filchenkov:
Skin Lesion Primary Morphology Classification With End-To-End Deep Learning Network. ICAIIC 2019: 247-250 - [c27]Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov:
Exploring the Relationship between the Structural and the Actual Similarities of Automata. ICMLSC 2019: 81-86 - [c26]Natalia Khanzhina, Natalia Slepkova, Andrey Filchenkov:
Synthetic images generation for text detection and recognition in the wild. ICMV 2019: 1143312 - [c25]Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov:
Synthetic dataset generation for text recognition with generative adversarial networks. ICMV 2019: 1143315 - [c24]Alexey Zabashta, Andrey Filchenkov:
Active Dataset Generation for Meta-learning System Quality Improvement. IDEAL (1) 2019: 394-401 - [c23]Dmitry Tomp, Sergey Muravyov, Andrey Filchenkov, Vladimir Parfenov:
Meta-learning Based Evolutionary Clustering Algorithm. IDEAL (1) 2019: 502-513 - [c22]Nickolay Viuginov, Andrey Filchenkov:
A machine learning based automatic folding of dynamically typed languages. MaLTeSQuE@ESEC/SIGSOFT FSE 2019: 31-36 - [i5]Arip Asadulaev, Igor Kuznetsov, Andrey Filchenkov:
Linear Distillation Learning. CoRR abs/1906.05431 (2019) - [i4]Arip Asadulaev, Gideon Stein, Igor Kuznetsov, Andrey Filchenkov:
Jacobian Policy Optimizations. CoRR abs/1906.05437 (2019) - 2018
- [c21]Aleksandr Sboev, Alexey Serenko, Roman B. Rybka, Danila Vlasov, Andrey Filchenkov:
Estimation of the influence of spiking neural network parameters on classification accuracy using a genetic algorithm. BICA 2018: 488-494 - [c20]Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov:
Multi-view Personality Profiling Based on Longitudinal Data. CLEF 2018: 15-27 - [c19]Ivan Samborskii, Andrey Filchenkov, Georgiy Korneev, Aleksandr Farseev:
Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs. EGOSE 2018: 111-122 - [c18]Natalia Khanzhina, Evgeny Putin, Andrey Filchenkov, Elena Zamyatina:
Pollen grain recognition using convolutional neural network. ESANN 2018 - [c17]Ruslan Akhundov, Andrey Filchenkov, Vladimir Gorovoy:
Formalization and Automated Detection of Tourist City Center Location. FRUCT 2018: 21-26 - [c16]Sergey Budkov, Kseniya Buraya, Andrey Filchenkov, Ivan Smetannikov, Antonina Puchkovskaia:
RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages. FRUCT 2018: 78-84 - [c15]Kirill Kochetov, Evgeny Putin, Maksim Balashov, Andrey Filchenkov, Anatoly Shalyto:
Noise Masking Recurrent Neural Network for Respiratory Sound Classification. ICANN (3) 2018: 208-217 - [c14]George Davidescu, Andrey Filchenkov, Amir Muratov, Valeriy Vyatkin:
A Flow-Based Heuristic Algorithm for Network Operations Planning in Smart Grids. IECON 2018: 3529-3534 - 2017
- [c13]Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua:
Towards User Personality Profiling from Multiple Social Networks. AAAI 2017: 4909-4910 - [c12]Kseniya Buraya, Lidia Pivovarova, Sergey Budkov, Andrey Filchenkov:
Towards Never Ending Language Learning for Morphologically Rich Languages. BSNLP@EACL 2017: 108-118 - [c11]Igor Tanfilev, Andrey Filchenkov, Ivan Smetannikov:
Feature selection algorithm ensembling based on meta-learning. CISP-BMEI 2017: 1-6 - [c10]Kirill Kochetov, Evgeny Putin, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov:
Wheeze Detection Using Convolutional Neural Networks. EPIA 2017: 162-173 - [c9]Sergey Muravyov, Andrey Filchenkov:
Meta-learning System for Automated Clustering. AutoML@PKDD/ECML 2017: 99-101 - [c8]Alexey Zabashta, Andrey Filchenkov:
NDSE: Instance Generation for Classification by Given Meta-Feature Description. AutoML@PKDD/ECML 2017: 102-104 - [c7]Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua:
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs. SIGIR 2017: 195-204 - [i3]Evgeny Zamyatin, Andrey Filchenkov:
Learning to Generate Chairs with Generative Adversarial Nets. CoRR abs/1705.10413 (2017) - 2016
- [c6]Viacheslav Shalamov, Andrey Filchenkov, Daniil Chivilikhin:
Small-Moves Based Mutation For Pick-Up And Delivery Problem. GECCO (Companion) 2016: 1027-1030 - [c5]Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto:
Reinforcement-Based Simultaneous Algorithm and Its Hyperparameters Selection. IDP 2016: 15-27 - [c4]Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto:
Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing. AIAI 2016: 348-355 - [c3]Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov:
Rank Aggregation Algorithm Selection Meets Feature Selection. MLDM 2016: 740-755 - [i2]Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov:
Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms. CoRR abs/1611.02047 (2016) - [i1]Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto:
Reinforcement-based Simultaneous Algorithm and its Hyperparameters Selection. CoRR abs/1611.02053 (2016) - 2015
- [c2]Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov:
PCA-based algorithm for feature score measures ensemble construction. ESANN 2015 - [c1]Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov:
Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. MetaSel@PKDD/ECML 2015: 115-116
Coauthor Index
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last updated on 2024-04-25 05:57 CEST by the dblp team
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