Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Dmitry Vetrov

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 

   Access Paper or Ask Questions

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

Pavel Andreev , Aibek Alanov , Oleg Ivanov , Dmitry Vetrov

* Preprint 

   Access Paper or Ask Questions

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 

   Access Paper or Ask Questions

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

Evgeny Bobrov , Alexander Markov , Dmitry Vetrov

* 4 pages, 1 figure 

   Access Paper or Ask Questions

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 

   Access Paper or Ask Questions

Automating Control of Overestimation Bias for Continuous Reinforcement Learning

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

   Access Paper or Ask Questions

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

Pavel Andreev , Alexander Fritzler , Dmitry Vetrov

   Access Paper or Ask Questions

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

Arsenii Ashukha , Andrei Atanov , Dmitry Vetrov

   Access Paper or Ask Questions

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 

   Access Paper or Ask Questions