Scholar
Noam Rotstein
Google Scholar ID: sQSHkS4AAAAJ
Technion, Lumana.ai
Citations & Impact
Citations
134
H-index
4
i10-index
2
Publications
11
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- * SingLoRA: Low Rank Adaptation Using a Single Matrix (arXiv 2025)
- * Pathways on the Image Manifold: Image Editing via Video Generation (CVPR 2025)
- * Paint by Inpaint: Learning to Add Image Objects by Removing Them First (CVPR 2025)
- * Fusecap: Leveraging Large Language Models for Enriched Fused Image Captions (WACV 2024)
- * Partial Matching of Nonrigid Shapes by Learning Piecewise Smooth Functions (SGP 2023)
- * Multimodal Colored Point Cloud to Image Alignment (CVPR 2022)
- * Depth Refinement for Improved Stereo Reconstruction (arXiv 2021)
- - Patents:
- * Techniques for classifying custom object states in visual content (US Patent App. 18/539,885, 2025)
- * Techniques for augmented machine learning with respect to variations of objects (US Patent App. 18/539,897, 2025)
- * Hybrid machine learning architecture for visual content processing and uses thereof (US Patent App. 18/145,301, 2024)
- * Custom object tracking using hybrid machine learning (US Patent App. 18/186,517, 2024)
Research Experience
- - AI Research Scientist, Lumana (2022–Present)
- - Teaching Assistant, Technion – Assisted in delivering an Introduction to Machine Learning course
- - Computer Vision Algorithm Researcher, Intel Corporation (RealSense 3D capture technology)
- - Computer Vision Engineer, Eye-Minders
Education
- - PhD in Computer Science (Direct track): Technion – Israel Institute of Technology (2021–Current), supervised by Professor Ron Kimmel
- - Bachelor's in Electrical Engineering: Technion – Israel Institute of Technology
- - Graduate of the Research-oriented Excellence Program of the EE faculty (EMET)
- - Summa Cum Laude
Background
- - Research in computer vision, including 3D processing, multimodal learning, and generative diffusion models
- - Serves as an AI Research Scientist at Lumana, contributing to the development of next-generation, AI-powered video analytics products
Miscellany
- Contact: rotsteinnoam@gmail.com
