Trofimov Aleksandr G.

Degree: Candidate of Sciences (PhD) in Technology

Department of Cybernetics

Department of Cybernetics

Исследовательский центр в сфере искусственного интеллекта по направлению "транспорт и логистика" НИЯУ МИФИ

english

spanish

Works at MEPhI since 2008

Work Experience: 16 years

http://datalearning.ru
http://lab.datalearning.ru

1. Data Analysis and Machine Learning (part 1)

2. Introduction to The Theory of Neural Networks

3. Mathematical Statistics

4. Neural Networks

5. Pattern Recognition

6. Practical Training (Research Work)

7. Research Term Project: Cybernetic Systems Design

8. Statistical analysis and time series processing

h-index (Web of Science)

h-index (Scopus)

h-index (РИНЦ)

Showing publications for last 3 years

Article
Web of Science & Scopus
Russian Language Speech Generation from Facial Video Recordings Using Variational Autoencoder // Studies in Computational Intelligence, 2023 Vol. 1120, Q4 pp. 489-498 doi
Article
Web of Science & Scopus
On the Similarities Between Denoising Diffusion Models and Autoencoders // Studies in Computational Intelligence, 2023 Vol. 1064 SCI, Q4 pp. 566-574 doi
Article
Web of Science & Scopus
Cross-Modal Transfer Learning for Image and Sound // Studies in Computational Intelligence, 2022 Vol. 1008 SCI, Q4 pp. 238-245 doi

Showing conferences for last 3 years

Conferences not found

February 12, 2024 — March 21, 2024 The economic thinking of engineers (92 hours) MEPhI

October 14, 2018 — October 10, 2019 Information and communication technologies in education (252 hours) NRNU MEPhI

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