Phone: 08 646 15 38
Office: 408, 33
I am an Assistant Professor (Senior Lecturer) at the School of Electrical and Computer Engineering at Ben-Gurion University of the Negev.
My research focuses on representation learning, efficient deployment of neural networks, multi-modality, and graph and geometric deep learning applied to various domains such as computer vision, natural language processing (NLP), autonomous vehicles, medical imaging, biology, and more. We publish our work in top venues such as NeurIPS, CVPR, ICCV, ECCV, ICLR, ICML, JMLR, TMLR, IROS, and others.
My lab collaborates on these topics with leading local and global research experts. Additionally, I frequently serve as an Area Chair, Associate Editor, Program Committee Member, and Reviewer for leading conferences and journals in the field.
Lab Engineer
Co-Advisor: Prof. Kobi Cohen
Computer Vision; Deep Learning; AI
Graph Neural Networks
Information Theoretical Compression Methods for Foundation Models; Video Foundation Models; Computer Vision
Geometric Deep Learning, Computer Vision
Co-Advisor: Prof. Alex Bronstein
Generative Methods for Adversarial Defense and Model Interpretability
Computer Vision & Deep Learning
Deep learning, Computer vision, NLP, AI
Co-Advisor: Prof. Oren Freifeld
Computer Vision and Deep Learning
Deep Learning: Computer Vision and VLMs reduce supervision and compromised labels, Medical domain CV.
Graph Foundation Models
Co-Advisors: Prof. Bruno Ribeiro (Purdue), Dr. Moshe Eliasof (Cambridge/BGU)
Using ODEs in Representation Learning for Foundation Models; Graph Neural Networks; Inverse Problems
Co-Advisor: Prof. Oren Freifeld
Computer Vision and Deep Learning
Deep Learning based Graph Generation Techniques and other learning-on-graph subjects
Co-Advisor: Prof. Oren Frifeld
Computer Vision; Deep Learning
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