Doctoral Student
Asen Nachkov
Email: [email protected]
About me
I am Asen Nachkov, a doctoral student at the Institute for Computer Science, Artificial Intelligence and Technology, Sofia University from October 2022, working in the broad field of computer vision. I am supervised by Prof. Luc Van Gool.
My main interests lie in computer vision and reinforcement learning. I am also interested in brain-inspired deep learning architectures and practical applications of ML to the real world.
Education
- Imperial College London, October 2020 – October 2021
MSc in Computing (AI & ML), Distinction - Bocconi University, September 2017 – June 2020
BSc in Economics, Management, and Computer Science, 110/110 cum laude
Relevant Work Experience
- Amplify Analytix, Sofia, January 2022 – September 2022
Data Scientist - Third Eye Intelligence, London, August 2020 – December 2021
ML Engineer
Publications
- Bag of Policies for Distributional Deep Exploration
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro & A. Aldo Faisal - Diffusion-Based Particle-DETR for BEV Perception
Asen Nachkov, Martin Danelljan, Danda Pani Paudel, Luc Van Gool - Ternary-type Opacity and Hybrid Odometry for RGB-only NeRF-SLAM
Junru Lin, Asen Nachkov, Songyou Peng, Luc Van Gool, Danda Pani Paudel - Autonomous Vehicle Controllers From End-to-End Differentiable Simulation
Asen Nachkov, Danda Pani Paudel, Luc Van Gool