I am a PhD student in computer science at the University of Bonn, advised by professor Dr. Juergen Gall. I hold an MSc degree in computer science from the University of Bonn, and a BSc in computer and software engineering from the Technion. Currently, I am interning at Amazon where my research focuses on finding computer vision solutions for Amazon Go.

Research interests

Human pose estimation, Weakly supervised and semi-supervised learning, Optimization in CNNs using constraints, Ordinal prediction for sets, Semantic segmentation, Tracking, Optical flow, Scene flow, Generative adversarial models, Robustness against adversarial attacks, Representation learning, Bias elimination in computer vision algorithms.

Research internships:

Applied scientist intern at Amazon Go, August 2021.

Facebook Reality Labs, August 2019-Jan 2020: I worked on differentiable rendering and optical flow for human body tracking.

Master’s students

Chun-Peng Chang, thesis in progress.

Ragith Ayyappan Kutty, thesis in progress.

Pratika Kochar, thesis: Multi-Person Pose Generation from Captions.

Yifei Zhang, thesis: Adversarial Synthesis of Human Pose from Text. Won the best master thesis award in DAGM Young Researchers’ Forum 2020.