Aibek Alanov
- Junior Research Fellow, Head of the Centre:Faculty of Computer Science / AI and Digital Science Institute / Centre of Deep Learning and Bayesian Methods
- Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
- Aibek Alanov has been at HSE University since 2023.
Responsibilities
To conduct experiments, tests, observations, etc. under the direction of the responsible executor of the research topic. To implement the technical support of research, develop proposals for its improvement. To perform other assignments of the head of the department for the organization and conduct of scientific research.
Courses (2023/2024)
- Deep Learning for Sound Processing (Bachelor’s programme; Faculty of Computer Science; 4 year, 1, 2 module)Rus
- Past Courses
Courses (2020/2021)
Courses (2019/2020)
Publications7
- Chapter Andreev P., Alanov A., Ivanov O., Vetrov D. HIFI++: A Unified Framework for Bandwidth Extension and Speech Enhancement, in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4-10 June 2023. IEEE, 2023. doi P. 1-5. doi
- Chapter Andreev P., Babaev N., Saginbaev A., Shchekotov I., Alanov A. Iterative autoregression: a novel trick to improve your low-latency speech enhancement model, in: InterSpeech 2023. Dublin, Ireland, 20-24 August 2023. International Speech Communication Association, 2023. doi P. 2448-2452. doi
- Chapter Andrey Okhotin, Dmitry Molchanov, Arkhipkin V., Grigory Bartosh, Viktor Ohanesian, Aibek Alanov, Dmitry Vetrov. Star-Shaped Denoising Diffusion Probabilistic Models, in: Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Curran Associates, Inc., 2023. P. 10038-10067.
- Chapter Alanov A., Titov V., Nakhodnov M., Vetrov D. StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, 2023. P. 2184-2194. doi
- Chapter Shchekotov I., Andreev P., Ivanov O., Alanov A., Vetrov D. FFC-SE: Fast Fourier Convolution for Speech Enhancement, in: InterSpeech 2022. International Speech Communication Association, 2022. doi P. 1188-1192.
- Chapter Alanov A., Titov V., Vetrov D. HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks, in: Thirty-Sixth Conference on Neural Information Processing Systems : NeurIPS 2022. Curran Associates, Inc., 2022. P. 29414-29426.
- Chapter Alanov A., Kochurov M., Volkhonskiy D., Yashkov D., Burnaev E., Vetrov D. User-controllable Multi-texture Synthesis with Generative Adversarial Networks, in: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2020) Vol. 4. SciTePress, 2020. P. 214-221.
Two HSE Researchers Receive Yandex ML Prize
Two researchers from the HSE Faculty of Computer Science—Aibek Alanov, Junior Research Fellowat the Centre of Deep Learning and Bayesian Methods, Research Fellow at AIRI; and Pavel Braslavski, Associate Professor, Senior Research Fellow at the Laboratory for Models and Methods of Computational Pragmatics—are among the winners of the 2023Yandex ML Prize (formerly the Ilya Segalovich Award).
‘Every Article on NeurIPS Is Considered a Significant Result’
Staff members of the HSE Faculty of Computer Science will present 12 of their works at the 37th Conference and Workshop on Neural Information Processing Systems (NeurIPS), one of the most significant events in the field of artificial intelligence and machine learning. This year it will be held on December 10–16 in New Orleans (USA).
17 Articles by Researchers of HSE Faculty of Computer Science Accepted at NeurIPS
In 2022, 17 articles by the researchers of HSE Faculty of Computer Science were accepted at the NeurIPS (Conference and Workshop on Neural Information Processing Systems), one of the world’s most prestigious events in the field of machine learning and artificial intelligence. The 36th conference will be held in a hybrid format from November 28th to December 9th in New Orleans (USA).