Andrey Filchenkov

79 papers A* 5A 1B 2C 6Misc 5Journal 25Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	VectorWeaver: Transformers-Based Diffusion Model for Vector Graphics Generation. VISIGRAPP (2): VISAPP Ivan Jarsky, Maxim Kuzin, Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov
2024	J	`jnl`	Bid Landscape Forecasting and Cold Start Problem With Transformers. IEEE Access Daria Yakovleva, Sergei Telnov, Ilya Makarov, Andrey Filchenkov
2024	—	`conf`	Conditional Vector Graphics Generation for Music Cover Images. VISIGRAPP (2): VISAPP Ivan Jarsky, Valeria Efimova, Ilya Bizyaev, Andrey Filchenkov
2024	—	`conf`	Neural Style Transfer for Vector Graphics. VISIGRAPP (3): VISAPP Ivan Jarsky, Valeria Efimova, Artyom Chebykin, Viacheslav Shalamov, Andrey Filchenkov
2024	A*	`conf`	Rethinking Optimal Transport in Offline Reinforcement Learning. NeurIPS Arip Asadulaev, Rostislav Korst, Aleksandr Korotin, Vage Egiazarian, Andrey Filchenkov, Evgeny Burnaev
2024	J	`jnl`	Rethinking Optimal Transport in Offline Reinforcement Learning. CoRR Arip Asadulaev, Rostislav Korst, Alexander Korotin, Vage Egiazarian, Andrey Filchenkov, Evgeny Burnaev
2023	—	`conf`	A Minimalist Approach for Domain Adaptation with Optimal Transport. CoLLAs Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov
2023	J	`jnl`	Image Vectorization: a Review. CoRR Maria Dziuba, Ivan Jarsky, Valeria Efimova, Andrey Filchenkov
2023	J	`jnl`	Neural Style Transfer for Vector Graphics. CoRR Valeria Efimova, Artyom Chebykin, Ivan Jarsky, Evgenii Prosvirnin, Andrey Filchenkov
2023	—	`conf`	New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition. CVPR Workshops Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov
2022	J	`jnl`	Combating data incompetence in pollen images detection and classification for pollinosis prevention. Comput. Biol. Medicine Natalia Khanzhina, Andrey Filchenkov, Natalia Minaeva, Larisa Novoselova, Maxim V. Petukhov, Irina Kharisova, Julia Pinaeva, Georgiy Zamorin, Evgeny Putin, Elena Zamyatina, Anatoly Shalyto
2022	J	`jnl`	Conditional Vector Graphics Generation for Music Cover Images. CoRR Valeria Efimova, Ivan Jarsky, Ilya Bizyaev, Andrey Filchenkov
2022	J	`jnl`	Connecting adversarial attacks and optimal transport for domain adaptation. CoRR Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov
2022	J	`jnl`	Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation. Frontiers Big Data Qi Yang, Aleksandr Farseev, Sergey I. Nikolenko, Andrey Filchenkov
2022	J	`jnl`	Easy Batch Normalization. CoRR Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
2022	—	`conf`	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 Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov
2022	J	`jnl`	Multi-step domain adaptation by adversarial attack to H ΔH-divergence. CoRR Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
2021	—	`conf`	Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks. MULL @ ACM Multimedia Dmitry Krylov, Semen Poliakov, Natalia Khanzhina, Alexey Zabashta, Andrey Filchenkov, Aleksandr Farseev
2021	—	`conf`	Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor Segmentation. UNSURE/PIPPI@MICCAI Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov
2021	J	`jnl`	Realistic Text Replacement With Non-Uniform Style Conditioning. IEEE Access Arseny Nerinovsky, Igor Buzhinsky, Andrey Filchenkov
2021	A	`conf`	SoMin.ai: Personality-Driven Content Generation Platform. WSDM Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo
2021	A*	`conf`	Solving Continuous Control with Episodic Memory. IJCAI Igor Kuznetsov, Andrey Filchenkov
2021	J	`jnl`	Solving Continuous Control with Episodic Memory. CoRR Igor Kuznetsov, Andrey Filchenkov
2021	C	`conf`	Text-based sequential image generation. ICMV Valeria Efimova, Andrey Filchenkov
2021	J	`jnl`	Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling. CoRR Natalia Khanzhina, Alexey Lapenok, Andrey Filchenkov
2021	—	`conf`	Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling. ICDAR@ICMR Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2021	J	`jnl`	Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling. CoRR Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2020	—	`conf`	A Cloud-based Network of 3D Objects for Robust Grasp Planning. CCRIS Sergey Muravyov, Andrey Filchenkov
2020	—	`conf`	A Machine Learning Based Plagiarism Detection in Source Code. ACAI Nickolay Viuginov, Petr Grachev, Andrey Filchenkov
2020	C	`conf`	Detection of Shocking Images as One-Class Classification Using Convolutional and Siamese Neural Networks. EANN Pavel Gulyaev, Andrey Filchenkov
2020	J	`jnl`	Exploring and Exploiting Conditioning of Reinforcement Learning Agents. IEEE Access Arip Asadulaev, Igor Kuznetsov, Gideon Stein, Andrey Filchenkov
2020	—	`conf`	Generative Adversarial Networks for Respiratory Sound Augmentation. CCRIS Kirill Kochetov, Andrey Filchenkov
2020	—	`conf`	Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification. CCRIS Gleb Drozdov, Alexey Zabashta, Andrey Filchenkov
2020	J	`jnl`	I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance. CoRR Qi Yang, Aleksandr Farseev, Andrey Filchenkov
2020	—	`conf`	Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. CCRIS 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
2020	—	`conf`	Joint Slot Filling and Intent Detection in Spoken Language Understanding by Hybrid CNN-LSTM Model. CCRIS Moath Al Ali, Bassel Zaity, Pavel D. Drobintsev, Hazem Wannous, Igor Chernoruckiy, Andrey Filchenkov
2020	C	`conf`	Keypoint-based static object removal from photographs. ICMV Viacheslav Shalamov, Andrey Filchenkov
2020	J	`jnl`	SoMin.ai: Personality-Driven Content Generation Platform. CoRR Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo
2020	—	`conf`	Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection. IDEAL (2) Ilya Sahipov, Alexey Zabashta, Andrey Filchenkov
2020	J	`jnl`	Stabilizing Transformer-Based Action Sequence Generation For Q-Learning. CoRR Gideon Stein, Andrey Filchenkov, Arip Asadulaev
2020	—	`conf`	Transgenerators. ACAI Arip Asadulaev, Gideon Stein, Andrey Filchenkov
2019	A*	`conf`	A Whole New Ball Game: Harvesting Game Data for Player Profiling. AAAI Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2019	—	`conf`	A machine learning based automatic folding of dynamically typed languages. MaLTeSQuE@ESEC/SIGSOFT FSE Nickolay Viuginov, Andrey Filchenkov
2019	—	`conf`	Active Dataset Generation for Meta-learning System Quality Improvement. IDEAL (1) Alexey Zabashta, Andrey Filchenkov
2019	—	`conf`	Exploring the Relationship between the Structural and the Actual Similarities of Automata. ICMLSC Petr Grachev, Roman Bezborodov, Ivan Smetannikov, Andrey Filchenkov
2019	—	`conf`	Generating Datasets for Classification Task and Predicting Best Classifiers with Conditional Generative Adversarial Networks. ICAAI Ilya Kachalsky, Alexey Zabashta, Andrey Filchenkov, Georgiy Korneev
2019	J	`jnl`	Heuristic and metaheuristic solutions of pickup and delivery problem for self-driving taxi routing. Evol. Syst. Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto
2019	J	`jnl`	Jacobian Policy Optimizations. CoRR Arip Asadulaev, Gideon Stein, Igor Kuznetsov, Andrey Filchenkov
2019	J	`jnl`	Linear Distillation Learning. CoRR Arip Asadulaev, Igor Kuznetsov, Andrey Filchenkov
2019	—	`conf`	Meta-learning Based Evolutionary Clustering Algorithm. IDEAL (1) Dmitry Tomp, Sergey Muravyov, Andrey Filchenkov, Vladimir Parfenov
2019	J	`jnl`	Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system. Future Gener. Comput. Syst. Dmitry Mukhutdinov, Andrey Filchenkov, Anatoly Shalyto, Valeriy Vyatkin
2019	Misc	`conf`	Real-Time Bidding with Soft Actor-Critic Reinforcement Learning in Display Advertising. FRUCT Daria Yakovleva, Artem Popov, Andrey Filchenkov
2019	—	`conf`	Skin Lesion Primary Morphology Classification With End-To-End Deep Learning Network. ICAIIC Tatyana Polevaya, Roman Ravodin, Andrey Filchenkov
2019	C	`conf`	Synthetic dataset generation for text recognition with generative adversarial networks. ICMV Valeria Efimova, Viacheslav Shalamov, Andrey Filchenkov
2019	C	`conf`	Synthetic images generation for text detection and recognition in the wild. ICMV Natalia Khanzhina, Natalia Slepkova, Andrey Filchenkov
2018	C	`conf`	A Flow-Based Heuristic Algorithm for Network Operations Planning in Smart Grids. IECON George Davidescu, Andrey Filchenkov, Amir Muratov, Valeriy Vyatkin
2018	—	`conf`	Estimation of the influence of spiking neural network parameters on classification accuracy using a genetic algorithm. BICA Aleksander G. Sboev, Alexey V. Serenko, Roman B. Rybka, Danila Vlasov, Andrey Filchenkov
2018	Misc	`conf`	Formalization and Automated Detection of Tourist City Center Location. FRUCT Ruslan Akhundov, Andrey Filchenkov, Vladimir Gorovoy
2018	—	`conf`	Multi-view Personality Profiling Based on Longitudinal Data. CLEF Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov
2018	—	`conf`	Noise Masking Recurrent Neural Network for Respiratory Sound Classification. ICANN (3) Kirill Kochetov, Evgeny Putin, Maksim Balashov, Andrey Filchenkov, Anatoly Shalyto
2018	—	`conf`	Person, Organization, or Personage: Towards User Account Type Prediction in Microblogs. EGOSE Ivan Samborskii, Andrey Filchenkov, Georgiy Korneev, Aleksandr Farseev
2018	B	`conf`	Pollen grain recognition using convolutional neural network. ESANN Natalia Khanzhina, Evgeny Putin, Andrey Filchenkov, Elena Zamyatina
2018	Misc	`conf`	RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages. FRUCT Sergey Budkov, Kseniya Buraya, Andrey Filchenkov, Ivan Smetannikov, Antonina Puchkovskaia
2017	A*	`conf`	Cross-Domain Recommendation via Clustering on Multi-Layer Graphs. SIGIR Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua
2017	—	`conf`	Feature selection algorithm ensembling based on meta-learning. CISP-BMEI Igor Tanfilev, Andrey Filchenkov, Ivan Smetannikov
2017	J	`jnl`	Learning to Generate Chairs with Generative Adversarial Nets. CoRR Evgeny Zamyatin, Andrey Filchenkov
2017	—	`conf`	Meta-learning System for Automated Clustering. AutoML@PKDD/ECML Sergey Muravyov, Andrey Filchenkov
2017	—	`conf`	NDSE: Instance Generation for Classification by Given Meta-Feature Description. AutoML@PKDD/ECML Alexey Zabashta, Andrey Filchenkov
2017	—	`conf`	Towards Never Ending Language Learning for Morphologically Rich Languages. BSNLP@EACL Kseniya Buraya, Lidia Pivovarova, Sergey Budkov, Andrey Filchenkov
2017	A*	`conf`	Towards User Personality Profiling from Multiple Social Networks. AAAI Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2017	Misc	`conf`	Wheeze Detection Using Convolutional Neural Networks. EPIA Kirill Kochetov, Evgeny Putin, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov
2016	Misc	`conf`	Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing. AIAI Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto
2016	—	`conf`	Rank Aggregation Algorithm Selection Meets Feature Selection. MLDM Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov
2016	J	`jnl`	Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms. CoRR Ivan Smetannikov, Ilya Isaev, Andrey Filchenkov
2016	—	`conf`	Reinforcement-Based Simultaneous Algorithm and Its Hyperparameters Selection. IDP Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto
2016	J	`jnl`	Reinforcement-based Simultaneous Algorithm and its Hyperparameters Selection. CoRR Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto
2016	—	`conf`	Small-Moves Based Mutation For Pick-Up And Delivery Problem. GECCO (Companion) Viacheslav Shalamov, Andrey Filchenkov, Daniil Chivilikhin
2015	B	`conf`	PCA-based algorithm for feature score measures ensemble construction. ESANN Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov
2015	—	`conf`	Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. MetaSel@PKDD/ECML Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov