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Dmitry Vetrov

HSE University, Russia, AIRI, Russia

FFC-SE: Fast Fourier Convolution for Speech Enhancement



Ivan Shchekotov , Pavel Andreev , Oleg Ivanov , Aibek Alanov , Dmitry Vetrov

* Submitted to INTERSPEECH 2022 

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HiFi++: a Unified Framework for Neural Vocoding, Bandwidth Extension and Speech Enhancement



Pavel Andreev , Aibek Alanov , Oleg Ivanov , Dmitry Vetrov

* Preprint 

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Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems



Evgeny Bobrov , Sergey Troshin , Nadezhda Chirkova , Ekaterina Lobacheva , Sviatoslav Panchenko , Dmitry Vetrov , Dmitry Kropotov

* To appear in Optimization Methods & Software, 22 pages, 10 figures, 2 tables 

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Variational Autoencoders for Studying the Manifold of Precoding Matrices with High Spectral Efficiency



Evgeny Bobrov , Alexander Markov , Dmitry Vetrov

* 4 pages, 1 figure 

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Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces



Kirill Struminsky , Artyom Gadetsky , Denis Rakitin , Danil Karpushkin , Dmitry Vetrov

* Accepted as a conference paper at NeurIPS 2021 

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Automating Control of Overestimation Bias for Continuous Reinforcement Learning



Arsenii Kuznetsov , Alexander Grishin , Artem Tsypin , Arsenii Ashukha , Dmitry Vetrov


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Quantization of Generative Adversarial Networks for Efficient Inference: a Methodological Study



Pavel Andreev , Alexander Fritzler , Dmitry Vetrov


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Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations



Arsenii Ashukha , Andrei Atanov , Dmitry Vetrov


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On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay



Ekaterina Lobacheva , Maxim Kodryan , Nadezhda Chirkova , Andrey Malinin , Dmitry Vetrov

* First two authors contributed equally 

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