Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Oil production forecast models based on sliding window regression
Published in Journal of Petroleum Science and Engineering, 2020
Recommended citation: A. Davtyan, A. Rodin, I. Muchnik and A. Romashkin. "Oil production forecast models based on sliding window regression." In Journal of Petroleum Science and Engineering, Volume 195, 2020, 107916, ISSN 0920-4105, https://doi.org/10.1016/j.petrol.2020.107916.
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
Published in AAAI Conference on Artificial Intelligence, 2022
Recommended citation: A. Davtyan, S. Sameni, L. Cerkezi, G. Meishvili, A. Bielski and P. Favaro. (2022). "KOALA: A Kalman Optimization Algorithm with Loss Adaptivity." In Proceedings of the 36th AAAI Conference on Artificial Intelligence.
Controllable Video Generation through Global and Local Motion Dynamics
Published in European Conference on Computer Vision, 2022
Recommended citation: A. Davtyan and P. Favaro. (2022). "Controllable Video Generation through Global and Local Motion Dynamics." In Proceedings of the 17th European Conference on Computer Vision.
talks
teaching
Machine Learning
BSc course, University of Bern, 2020
Teaching assistant in this introductory machine learning course.
Advanced Topics in Machine Learning
MSc course, University of Bern, 2021
Teaching assistant in this introductory deep learning course.