Silvan Weder

Silvan Weder

PhD Student

ETH Zürich


Hi! I am a PhD student in Computer Vision under the supervision of Prof. Marc Pollefeys at the Computer Vision and Geometry Lab of ETH Zürich. Prior to starting my PhD at ETH Zurich, I graduated from the Robotics, Systems and Control masters program at ETH Zurich, where I focused on Computer Vision, Machine Learning and Artificial Intelligence. While completing this program, I spent 5 months at Amazon Research as an Applied Science intern working on Computer Vision for Robotics. Furthermore, I co-founded a startup providing Data Analytics and Machine Learning services to financial institutions during my master studies. Besides my research, I serve as a scientific advisor to startups in the field of Computer Vision and Machine Learning.


  • 3D Computer Vision
  • Deep Learning
  • Artificial Intelligence


  • PhD in Computer Science, current

    ETH Zürich

  • MSc in Robotics, Systems and Control, 2019

    ETH Zürich

  • BSc in Mechanical Engineering, 2016

    ETH Zürich



Doctoral Researcher

ETH Zürich

Aug 2019 – Present

Computer Vision Researcher

ETH juniors

Nov 2018 – Jul 2019

Student Researcher

ETH Zürich

Nov 2018 – May 2019

Applied Science Intern


Apr 2018 – Aug 2018

Recent Publications

NeuralFusion: Online Depth Fusion in Latent Space

Online depth map fusion method in a learned latent representation for increased outlier robustness and completeness.

DeepSurfels: Learning Online Appearance Fusion

We present DeepSurfels, a novel hybrid scene representation for geometry and appearance information. DeepSurfels combines explicit and …

RoutedFusion: Learning Real-time Depth Map Fusion

Learning-based, real-time depth map fusion method for fusing noisy and outlier contaminated depth maps.