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)
Mitchell Keren Taraday, Almog David, Chaim Baskin, "Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks", Advances in Neural Information Processing Systems (NeurIPS 2024)
Meet Our Team
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Prof. Chaim Baskin
Prof. Chaim Baskin
Faculty
Mitchell Keren Taraday
Mitchell Keren Taraday
Ph.D.
Gabriele Serussi
Gabriele Serussi
Ph.D.
Yuriy Rusanov
Yuriy Rusanov
M.Sc.
Shahar Benishay
Shahar Benishay
M.Sc.
Dan Ben Ami
Dan Ben Ami
Ph.D.
Ziv Mor
Ziv Mor
M.Sc.
Dr.Yaniv Nemcovsky
Dr.Yaniv Nemcovsky
Postdoc
Sofian Falah
Sofian Falah
M.Sc.
Vsevolod Rusanov
Vsevolod Rusanov
Staff
Tamir Shor
Tamir Shor
Ph.D.
Shahaf Wagner
Shahaf Wagner
Ph.D.
Eitan Kosman
Eitan Kosman
Ph.D.
Moshe Kimhi
Moshe Kimhi
Ph.D.
Or Feldman
Or Feldman
Ph.D.
Eliron Rahimi
Eliron Rahimi
Ph.D.
Roy Mahlab
Roy Mahlab
M.Sc.
Amit Aflalo
Amit Aflalo
M.Sc.
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