Noam Rotstein

Noam Rotstein

PhD Candidate in Computer Science at Technion
AI Research Scientist at Lumana

About Me

I'm Noam Rotstein, a PhD candidate at the Technion – Israel Institute of Technology, conducting research under the supervision of Professor Ron Kimmel. My work encompasses various aspects of computer vision, including 3D understanding, multimodal learning, and image editing using generative diffusion models.

Alongside my academic pursuits, I serve as an AI Research Scientist at Lumana, where I was among the company’s first employees. In this role, I contribute to the development of next-generation, AI-powered video analytics products.

Publications

Pathways on the Image Manifold

Pathways on the Image Manifold: Image Editing via Video Generation

Noam Rotstein, Gal Yona, Daniel Silver, Roy Velich, David Bensaïd, Ron Kimmel

CVPR 2025

Paint by Inpaint

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Navve Wasserman* , Noam Rotstein*, Roy Ganz, Ron Kimmel

CVPR 2025

Fusecap

Fusecap: Leveraging Large Language Models for Enriched Fused Image Captions

Noam Rotstein*, David Bensaïd*, Shaked Brody, Roy Ganz, Ron Kimmel

WACV 2024

Partial Matching of Nonrigid Shapes

Partial Matching of Nonrigid Shapes by Learning Piecewise Smooth Functions

Daniel Bensaïd, Noam Rotstein, Noam Goldenstein, Ron Kimmel

SGP 2023

Multimodal Colored Point Cloud to Image Alignment

Multimodal Colored Point Cloud to Image Alignment

Noam Rotstein, Amit Bracha, Ron Kimmel

CVPR 2022

Depth Refinement for Improved Stereo Reconstruction

Depth Refinement for Improved Stereo Reconstruction

Amit Bracha, Noam Rotstein, Daniel Bensaïd, Ron Slossberg, Ron Kimmel

arXiv 2021

Education

Professional Experience

Patents

Contact

For inquiries or collaboration, please email me at: rotsteinnoam@gmail.com