Ilia Karmanov
Scholar

Ilia Karmanov

Google Scholar ID: TAjr_wcAAAAJ
Nvidia
Computer Vision
Citations & Impact
All-time
Citations
222
 
H-index
9
 
i10-index
8
 
Publications
19
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • Paper 'OT Isomap' accepted to NeurIPS 2021; 'WiCluster' accepted to IEEE Globecom 2021; 'MotionFit' accepted to ICCV 2021. Work on RF Sensing featured as a YouTube Demo at MWC 2021.
Research Experience
  • Worked on 3D Computer Vision topics such as unsupervised positioning and applied it to WiFi positioning at Qualcomm. Now focusing on creating efficient on-device video-denoising algorithms. Previously, an applied scientist at Microsoft in London.
Background
  • Research interests include self-supervised learning, positioning, and efficient video architecture design. Currently a research scientist at Qualcomm AI Research, living in Amsterdam.