Hi, I’m Sergey, a Research Scientist at Huawei Noah’s Ark Lab, which is basically a main research center for Huawei. Prior to that, I was a Research Assistant at Yandex Research. For a formal listing of experiences and achievements you can visit my linkedin page.

Some topics I’m interested in:

• Generative Modeling with applications in Unsupervised Learning (e.g. using StyleGAN for discovery of interpretable directions or feature extraction)

• Time-consistency in video-based generative models (e.g. in the context of super-resolution)

• Computer Vision in 3D, which include problems like novel-view synthesis (including a one-shot regime) and dense correspondense mapping

• Theoretical Deep Learning (understanding benefits of Self-Supervised learning, derivation of novel Generalization measures)

• Backpropagation-free DL training (methods such as Greedy InfoMax or Equilibrium Propagation)

I also enjoy digging through a lot of papers and getting the overall picture of current research.

Research

• Regression Prior Networks
• Mean Teachers Can Train Superior GANS

You can also view my master’s thesis on “Exponential Moving Average Teachers for Generative Adversarial Networks” here.

Contacts

• CV

• Twitter

• Linkedin profile

• Mail - surname at phystech.edu