Project guidlines could be found here
Some previous project examples could be found here
| Team | Project | Slides | Source |
|---|---|---|---|
| Anton Smerdov, Nurislam Tursynbek, Yury Biktairov | Universal attacks on equivariant networks | π | πΏ |
| Anna Koval, Ekaterina Kovalenko, Anastasiia Ryzhova | Detecting and Reducing Gender Bias in Russian Word Embeddings | π | πΏ |
| Kirill Mazur, Alexei Pankov, Maria Taktasheva | Spectral Normalization for Generative Adversarial Networks | π | πΏ |
| Alexey Bokhovkin, Ivan Fursov, Ruslan Rakhimov, Eugenia Cheskidova | Zero-Training Sentence Embedding via Orthogonal Basis | π | πΏ |
| Alisa Alenicheva, Kirill Grashchenkov | Image Watermarking Using DWT and SVD | π | πΏ |
| Khurram Pirov, Fedor Loginov, Andrew Savinov, Alexey Bauman, Kamilla Nazirhanova | Scalable Log Determinants for Gaussian Process Kernel Learning | π | πΏ |
| Vladislav Lukoshkin, Maria Zharikova, Temirlan Seilov | Compressing and Accelerating Neural Networks using Circulant Matrices | π | πΏ |
| Mikhail Sidorenko, Roman Teplykh, Egor Baryshnikov | Detection of Suspicious Feedbacks on Online Stores | π | πΏ |
| Dmitry Denisenko, Ilia Nasedkin, Ilya Osokin, Artem Pimkin, Alia Janabekova | Graph embedding research | π | πΏ |
| Alsu Sagirova, Mikhail Pautov, Vladimir Busovikov, Stepan Konev, Vladislav Goncharenko | Efficient Estimation of Word Representations in Vector Space | π | πΏ |
| Maria Kolos, Nikita Melentev, Pavel Kaloshin, Maame Gyamfua | LanczosNet | π | πΏ |
| Andrey Zharkov, Nick Osipov, Ann Kuzmina, Ann Vlasova, Kate Adamenko | SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks | π | πΏ |
| Alexandr Talitsky, Andrey Vlasov, Anton Bozhedarov, Nikolay Shvetsov, Polina Pilyugina | Quantum state tomography | π | πΏ |
| Dejan Dzunja, Mohammad Ali Sadri, Woongseon Yoo, Mahmud Allahverdiyev | Quantum combinatorial algorithms | π | πΏ |
| Lusine Airapetyan, Daniil Chesakov, Vsevolod Glazov, Evgeny Kovalev, Leonid Matyushin | Matrix Decomposition for Adaptive Optimization Regularization | π | πΏ |
| Anna Araslanova, Artem Oborevich , Bakhyt Zharkynbay, Sergey Ermakov | Incremental-IO | π | πΏ |
| Semen Abramov, Denis Koposov, Daniil Lopatkin, Albert Nagapetyan, Viktor Prutyanov | Fast and Memory Optimal Low-Rank Matrix Approximation | π | πΏ |
| Dmitry Krylov, Nikita Kotelevskii, Ksenia Yagafarova, Anna Anikina | Feature Selection by Singular Value Decomposition for Reinforcement Learning | π | πΏ |
| Marsel Faizullin, Roman Kiryanov, Alexander Yudnikov, Maxim Blumental | Compression of Neural Networks for Usage in Mobile Devices and Embedded Systems | π | πΏ |
| Andrei Dzis, Gleb Balitskiy, Nikolay Kozyrskiy, Nikolay Skuratov | Image approximation using shifted rank-1 matrix reconstruction | π | πΏ |
| Mikhail Konobeev, Irina Saparina, Taras Khakhulin, Aleksandr Shevchenko | Compressed Transformer | π | π |
| Yaroslav Koshelev, Pavel Lakidon, Ivan Matvienko, Elizaveta Perchenko, Anton Razzhigaev | Blind Deconvolution Algorithm for Image Deblurring | π | πΏ |
| Artyom Gadetsky, Darya Voronkova, Anastasia Fadeeva, Andrei Atanov | Art of singular vectors and universal adversarial perturbations | π | πΏ |
| Sergei Pozdniakov, Alexander Lyzhov, Kaziy Botashev, Ekaterina Trofimova, Ivan Bulygin | Stochastic n-player Differentiable games | π | πΏ |
| Nikolai Stulov, Anna Shalova, Andrey Demidov, Mariya Kuzmina | Time-dependent Word Embeddings | π | πΏ |
| Yuriy Gabuev, Van Khachatryan, Alexander Rubashevskii, Stanislav Tsepa, Denis Zuenko | Adaptive Mixture of Low-Rank Factorizations for Compact Neural Modeling | π | πΏ |
| Max Kochurov, Serge Kozlukov, Rasul Karimov | Spectral Norm Demystified | π | πΏ |
| Daniil Polyakov, Elena Buglakova, Olga Tsimboy, Elizaveta Yudina | Tensorizing Neural Networks | π | πΏ |
| Kirill Mazur, Alexei Pankov, Maria Taktasheva | Spectral Normalization for Generative Adversarial Networks | π | πΏ |
| Elena Orlova, Vadim Kuzmin, Roman Tsukanov, Aleksei Ustimenko | Factorisation Methods in Recommender Systems | π | πΏ |
| Ilya Feshchenko, Daria Riabukhina, Alexey Topolnitskiy, Maria Vetoshkina | Improved Fixed-Rank NystrΓΆm Approximationvia QR decomposition | π | πΏ |
| Nikita Alexeichuk, Kristina Belikova, Milena Gazdieva, Mikhail Kuzin, Ivan Maksimov | Kernelized Probabilistic Matrix Factorization | π | πΏ |
| Ivan Naidenov, Elizaveta Saygina, Ilya Beniya, Ksenia Makarova | Interpreting Word Embeddings with Eigenvector Analysis | π | π |
| Ivan Dziubenko, Anna Tatarnikova, Bogdan Borzdov | Understanding Composition Of Word Embeddings Via Tensor Decomposition | π | πΏ |
| Leonid Kuphecnko, Jerry Gozie, Konstantin Chukreev, Nikita Volkov, Oleg Ziangirov | Efficient energy use of local and remote data processing | π | π |
| Philip Blagoveschensky, Ivan Golovatskikh, Mirfarid Musavian, Maria Sindeeva | Feature Selection via Maximum Volume Submatrices | π | πΏ |
| Grigorii Melnikov, Klim Kireev, Edgar Kaziakhmedov | Homomorphic encryption based on approximate eigenvector problem | π | π |
| Artem Shafarostov, Elizaveta Lazareva, Anna Aleshina, Anton Myshak, Ekaterina Serkova | Single Image Super-Resolution from Transformed Self-Examplars | π | π |