Led by Prof. Chaim Baskin, the INSIGHT Lab at the School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, pioneers research in advanced AI designed for real-world applicability. The research in our lab leverages domain-specific priors—such as geometric principles like symmetry, invariance, topology, and manifold structures—as well as insights from information theory, image processing, and signal processing to create effective and efficient models dealing with various learning tasks.   …more about us

Selected Publications
Krishna Sri Ipsit Mantri, Carola-Bibiane Schönlieb, Bruno Ribeiro, Chaim Baskin, Moshe Eliasof, "DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)
Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin, "End-to-end referring video object segmentation with multimodal transformers", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022)
Itay Eilat, Ben Finkelshtein, Chaim Baskin, Nir Rosenfeld, "Strategic classification with graph neural networks", International Conference on Learning Representations 2023 (ICLR 2023)
Meet Our Team
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Prof. Chaim Baskin
Prof. Chaim Baskin
Faculty
Sofian Falah
Sofian Falah
M.Sc.
Shahaf Wagner
Shahaf Wagner
Ph.D.
Or Feldman
Or Feldman
Ph.D.
Dan Ben Ami
Dan Ben Ami
Ph.D.
Eliron Rahimi
Eliron Rahimi
Ph.D.
Yuriy Rusanov
Yuriy Rusanov
Staff
Shahar Benishay
Shahar Benishay
M.Sc.
Dr.Yaniv Nemcovsky
Dr.Yaniv Nemcovsky
Postdoc
Eitan Kosman
Eitan Kosman
Ph.D.
Moshe Kimhi
Moshe Kimhi
Ph.D.
Ziv Mor
Ziv Mor
M.Sc.
Amit Aflalo
Amit Aflalo
M.Sc.
Gabriele Serussi
Gabriele Serussi
Ph.D.
Roy Mahlab
Roy Mahlab
M.Sc.
Mitchell Keren Taraday
Mitchell Keren Taraday
Ph.D.
Tamir Shor
Tamir Shor
Ph.D.
Vsevolod Rusanov
Vsevolod Rusanov
Staff
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