Публикации ИЦДИИ ИСП РАН

2024

1. Anastasia Panfilova, Denis Turdakov. Applying Explainable Artificial Intelligence Methods to Models for Diagnosing Personal Traits and Cognitive Abilities by Social Network Data. Журнал "Scientific Reports".
2. Daria Yakovleva, Sergei Telnov, Ilya Makarov And Andrey Filchenkov. Bid Landscape Forecasting and Cold Start Problem with Transformers. Журнал "IEEE Access".

2023

1. Ilia Semenkov, Aleksei Karpov, Andrey V. Savchenko, Ilya Makarov. Inpainting Semantic and Depth Features to Improve Visual Place Recognition in the Wild. Журнал IEEE Access.
2. Maksim Golyadkin, Alexander Gambashidze, Ildar Nurgaliev, Ilya Makarov. Refining the ONCE Benchmark with Hyperparameter Tuning. Журнал IEEE Access.
3. Mikhail Shulgin and Ilya Makarov. Scalable Zero-Shot Logo Recognition. Журнал IEEE Access.
4. Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy Vatolin. Towards adversarial robustness verification of no-reference image- and video-quality metrics. Журнал "Computer Vision and Image Understanding.
5. Nikita Kornilov, Ohad Shamir, Aleksandr Lobanov, Darina Dvinskikh, Alexander Gasnikov, Innokentiy Shibaev, Eduard Gorbunov,Samuel Horváth. Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance. Конференция NeurlsPS 2023.
6. Alena Kalyakulina, Igor Yusipov, Alexey Moskalev, Claudio Franceschi, Mikhail Ivanchenko. Explainable Artificial Intelligence (XAI) in Aging Clock Models. Журнал "Ageing Research Reviews".
7. Olga Gerasimova, Nikita Severin, Ilya Makarov. Comparative Analysis of Logic Reasoning and Graph Neural Networks for Ontology-Mediated Query Answering With a Covering Axiom. Журнал «IEEE Access».
8. Alena Kalyakulina, Igor Yusipov, Elena Kondakova, Maria Giulia Bacalini, Claudio Franceschi, Maria Vedunova, Mikhail Ivanchenko. Small immunological clocks identified by deep learning and gradient boosting. Журнал «Frontiers in Immunology».
9. Nikita Kornilov, Alexander Gasnikov, Pavel Dvurechensky, Darina Dvinskikh. Gradient-free methods for non-smooth convex stochastic optimization with heavy-tailed noise on convex compact. Журнал «Computational Management Science».
10. Natalia Loukachevitch, Ekaterina Artemova, Tatiana Batura, Pavel Braslavski, Vladimir Ivanov, Suresh Manandhar, Alexander Pugachev, Igor Rozhkov, Artem Shelmanov, Elena Tutubalina, Alexey Yandutov. A Russian information extraction dataset with rich annotation for nested entities, relations, and wikidata entity links. Журнал «Language resources and evaluation».
11. Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova, Alexander Podolskiy, Andrey Bout, Sergey Nikolenko, Irina Piontkovskaya. Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval. Конференция SIGIR 2023 № 19.
12. Dmitry Abulkhanov,Nikita Sorokin, Sergey Nikolenko, Valentin Malykh. LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment. Конференция SIGIR 2023 № 18.
13. Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko. A System for Answering Simple Questions in Multiple Languages. Конференция ACL 2023.
14. Dmitry Metelev, Alexander Rogozin, Dmitry Kovalev, Alexander Gasnikov. Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks?. Конференция ICML 2023.
15. Andrey V. Savchenko. Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction. Конференция ICML 99_9.
16. Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov. New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition. Конференция CVPR 2023 99_8.
17. Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy Vatolin. Fast Adversarial CNN-based Perturbation Attack on No-reference Image Quality Metrics. Конференция ICLR 2023 99_7.
18. Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov. Active Learning for Abstractive Text Summarization. Конференция EMNLP 2022 99_6.
19. Egor Gladin, Maksim Lavrik-Karmazin, Karina Zainullina, Varvara Rudenko, Alexander Gasnikov, Martin Takácˇ. Algorithm for Constrained Markov Decision Process with Linear Convergence. Конференция AISTATS 2023 99_5.
20. Anastasia Antsiferova, Sergey Lavrushkin, Maksim Smirnov, Alexander Gushchin, Dmitriy Vatolin, Dmitriy Kulikov. Video compression dataset and benchmark of learning-based video-quality metrics. Конференция NeurlsPS22 99_1.

2022

1. Ivan Molodetskikh, Mikhail Erofeev, Andrey Moskalenko, Dmitry Vatolin. Temporally coherent person matting trained on fake-motion dataset. Журнал «Digital Signal Processing».
2. Anastasiya Ivanova, Pavel Dvurechensky,Evgeniya Vorontsova, Dmitry Pasechnyuk, Alexander Gasnikov, Darina Dvinskikh, Alexander Tyurin. Oracle complexity separation in convex optimization. Журнал «Optimization Theory and Applications».
3. Vasilii Novitskii, Alexander Gasnikov. Improved exploitation of higher order smoothness in derivative-free optimization. Журнал «Optimization Letters».
4. Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli. Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset. Журнал «International Journal for Approximate Rеasoning».
5. Kuzma Khrabrov, Ilya Shenbin, Alexander Ryabov, Artem Tsypina, Alexander Telepova, Anton Alekseev, Alexander Grishina, Pavel Strashnova, Petr Zhilyaev, Sergey Nikolenko, Artur Kadurin. Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset. Журнал «Physical Chemistry Chemical Physics».
6. Ye Tian, Gesualdo Scutari, Tianyu Cao, Alexander Gasnikov. Acceleration in Distributed Optimization under Similarity. Конференция AISTATS 2022.
7. Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov. Uncertainty Estimation of Transformer Predictions for Misclassification Detection. Конференция ACL: Meeting of the Association for Computational Linguistics.
8. Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey Nikolenko. Multilingual Open Information Extraction Inspired by Object Detection. Конференция 36th AAAI Conference on Artificial Intelligence.
9. Alexander Gasnikov, Anton Novitskii, Vasilii Novitskii, Farshed Abdukhakimov, Dmitry Kamzolov, Aleksandr Beznosikov, Martin Taká, Pavel Dvurechensky, Bin Gu. The Power of First-Order Smooth Optimization for Black-Box Non-Smooth Problems. Конференция ICML 2022.

2021

1. Alexander Yakubovich, Alexey Odinokov, Sergey Nikolenko, Yongsik Jung, Hyeonho Choi. Computational Discovery of TTF Molecules with Deep Generative Models. Журнал «Physical Chemistry and Chemical Physics».