S. Nikolenko

Most-cited papers

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
Daniil A. Polykovskiy, Alexander Zhebrak, Benjamín Sánchez-Lengeling, Sergey Golovanov +12 more
2018Frontiers in Pharmacology1,002 citations Open access
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Synthetic Data for Deep Learning
S. Nikolenko
2019Springer Optimization and Its Applications498 citations
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Tooth detection and numbering in panoramic radiographs using convolutional neural networks.
D. Tuzoff, L. Tuzova, M. Bornstein, A. S. Krasnov +4 more
2019Dento maxillo facial radiology427 citations Open access
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RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback
I. Shenbin, Anton M. Alekseev, E. Tutubalina, Valentin Malykh +1 more
2019Web Search and Data Mining285 citations Open access
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Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
Eduard Tulchinskii, K. Kuznetsov, Laida Kushnareva, D. Cherniavskii +4 more
2023Neural Information Processing Systems165 citations Open access
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3D Molecular Representations Based on the Wave Transform for Convolutional Neural Networks.
Denis Kuzminykh, Daniil A. Polykovskiy, Artur Kadurin, Alexander Zhebrak +4 more
2018Molecular Pharmaceutics96 citations Open access
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Large-Scale Transfer Learning for Natural Language Generation
Sergey Golovanov, R. Kurbanov, S. Nikolenko, Kyryl Truskovskyi +2 more
2019Annual Meeting of the Association for Computational Linguistics93 citations Open access
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Medical concept normalization in social media posts with recurrent neural networks
E. Tutubalina, Z. Miftahutdinov, S. Nikolenko, Valentin Malykh
2018Journal of Biomedical Informatics91 citations Open access
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High-Resolution Daytime Translation Without Domain Labels
Ivan Anokhin, P. Solovev, Denis Korzhenkov, Alexey Kharlamov +5 more
2020Computer Vision and Pattern Recognition75 citations Open access
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Land Cover Classification from Satellite Imagery with U-Net and Lovász-Softmax Loss
A. Rakhlin, A. Davydow, S. Nikolenko
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)70 citations
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The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews
E. Tutubalina, I. Alimova, Z. Miftahutdinov, Andrey Sakhovskiy +2 more
2020Bioinform.54 citations Open access
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Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders
Shayakhmetov Rim, Maksim Kuznetsov, Alexander Zhebrak, Artur Kadurin +3 more
2020Frontiers in Pharmacology46 citations Open access
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ColocML: machine learning quantifies co-localization between mass spectrometry images
Katja Ovchinnikova, Lachlan Stuart, A. Rakhlin, S. Nikolenko +1 more
2020Bioinform.39 citations Open access
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DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks
Luca Rappez, A. Rakhlin, Angelos Rigopoulos, S. Nikolenko +1 more
2020Molecular Systems Biology34 citations Open access
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nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset.
Kuzma Khrabrov, I. Shenbin, A. Ryabov, A. Tsypin +7 more
2022Physical Chemistry, Chemical Physics - PCCP32 citations
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Personality-Driven Social Multimedia Content Recommendation
Qi Yang, S. Nikolenko, Alfred Huang, Aleksandr Farseev
2022ACM Multimedia31 citations Open access
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Label Denoising with Large Ensembles of Heterogeneous Neural Networks
Pavel Ostyakov, Elizaveta Logacheva, Roman Suvorov, Vladimir Aliev +3 more
2018ECCV Workshops30 citations
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Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements
A. Savchenko, Anton Alekseev, S. Kwon, E. Tutubalina +2 more
2020International Conference on Computational Linguistics29 citations Open access
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Free-Lunch Saliency via Attention in Atari Agents
Dmitry Nikulin, A. Ianina, Vladimir Aliev, S. Nikolenko
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)29 citations Open access
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DetIE: Multilingual Open Information Extraction Inspired by Object Detection
Michael Vasilkovsky, Anton M. Alekseev, V. Malykh, I. Shenbin +5 more
2022AAAI Conference on Artificial Intelligence28 citations Open access
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AI-generated text boundary detection with RoFT
Laida Kushnareva, Tatiana Gaintseva, German Magai, Serguei Barannikov +5 more
202326 citations
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Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising
Qi Yang, Marlo Ongpin, S. Nikolenko, Alfred Huang +1 more
2023ACM Multimedia25 citations Open access
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Breast Tumor Cellularity Assessment using Deep Neural Networks
A. Rakhlin, Alexey A. Shvets, Alexandr A Kalinin, A. Tiulpin +2 more
2019bioRxiv24 citations Open access
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SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint
Pavel Ostyakov, Roman Suvorov, Elizaveta Logacheva, Oleg Khomenko +1 more
2018arXiv.org24 citations
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Self-supervised recurrent depth estimation with attention mechanisms
I. Makarov, M. Bakhanova, S. Nikolenko, Olga Gerasimova
2022PeerJ Computer Science23 citations Open access
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Building Detection from Satellite Imagery Using a Composite Loss Function
Sergey Golovanov, R. Kurbanov, A. Artamonov, A. Davydow +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)23 citations
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Robust Distributed Monitoring of Traffic Flows
Vitalii Demianiuk, Sergey Gorinsky, S. Nikolenko, Kirill Kogan
2019IEEE International Conference on Network Protocols20 citations
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The Inclusive Images Competition
James Atwood, Yoni Halpern, Pallavi N. Baljekar, Eric Breck +7 more
201920 citations
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Using semantic analysis of texts for the identification of drugs with similar therapeutic effects
E. Tutubalina, Z. Miftahutdinov, R. Nugmanov, T. Madzhidov +3 more
2017Russian chemical bulletin20 citations
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Cross-domain Limitations of Neural Models on Biomedical Relation Classification
I. Alimova, Elena Tutubalina, S. Nikolenko
2021IEEE Access18 citations Open access
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Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation
Qi Yang, Aleksandr Farseev, S. Nikolenko, A. Filchenkov
2022Frontiers in Big Data16 citations Open access
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Synthetic-to-Real Domain Adaptation and Refinement
S. Nikolenko
2021Springer Optimization and Its Applications16 citations
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Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking
Anton M. Alekseev, Z. Miftahutdinov, Elena Tutubalina, Artem Shelmanov +6 more
2022International Conference on Language Resources and Evaluation15 citations Open access
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Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning
Sergey Golovanov, Alexander Tselousov, R. Kurbanov, S. Nikolenko
2019The NeurIPS '18 Competition13 citations
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RuCCoN: Clinical Concept Normalization in Russian
Alexander Nesterov, Galina Zubkova, Z. Miftahutdinov, V. Kokh +6 more
2022Findings12 citations Open access
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How to implement complex policies on existing network infrastructure
P. Chuprikov, Kirill Kogan, S. Nikolenko
2018ACM SIGCOMM Symposium on Software Defined Networking Research11 citations Open access
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Demographic Prediction Based on User Reviews about Medications
E. Tutubalina, S. Nikolenko
2017Journal of Computacion y Sistemas11 citations Open access
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Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets
Vadim Lomshakov, S. Kovalchuk, M. Omelchenko, S. Nikolenko +1 more
2023International Conference on Conceptual Structures10 citations
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Topological Data Analysis for Speech Processing
Eduard Tulchinskii, K. Kuznetsov, Laida Kushnareva, D. Cherniavskii +4 more
2022Interspeech10 citations Open access
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Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task
M. Ali, Karen, Elena Davy, Juan Abeed +496 more
202110 citations Open access
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Faster RPNN: Rendering Clouds with Latent Space Light Probes
M. Panin, S. Nikolenko
2019SIGGRAPH Asia Technical Briefs10 citations
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AspeRa: Aspect-based Rating Prediction Model
S. Nikolenko, E. Tutubalina, Valentin Malykh, I. Shenbin +1 more
2019European Conference on Information Retrieval10 citations
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LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment
Dmitry Abulkhanov, N. Sorokin, S. Nikolenko, Valentin Malykh
2023Annual International ACM SIGIR Conference on Research and Development in Information Retrieval9 citations Open access
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Land Cover Classification with Superpixels and Jaccard Index Post-Optimization
A. Davydow, S. Nikolenko
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)9 citations
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A programmable buffer management platform
Kirill Kogan, Danushka Menikkumbura, G. Petri, Y. Noh +3 more
2017IEEE International Conference on Network Protocols9 citations Open access
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GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
K. Yakovlev, A. V. Podolskiy, A. Bout, S. Nikolenko +1 more
2023Annual Meeting of the Association for Computational Linguistics8 citations Open access
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Synthetic Simulated Environments
S. Nikolenko
2021Springer Optimization and Its Applications8 citations
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New Alternatives to Optimize Policy Classifiers
Vitalii Demianiuk, S. Nikolenko, P. Chuprikov, Kirill Kogan
2018IEEE International Conference on Network Protocols8 citations Open access
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STIR: Siamese Transformer for Image Retrieval Postprocessing
A. Shabanov, A. Tarasov, S. Nikolenko
2023International Conference on Information and Knowledge Management7 citations Open access
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Benchmarking Multilabel Topic Classification in the Kyrgyz Language
Anton M. Alekseev, S. Nikolenko, G. Kabaeva
2023International Joint Conference on the Analysis of Images, Social Networks and Texts6 citations Open access
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