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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

...all publications

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

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)

Mitchell Keren Taraday, Chaim Baskin, "Enhanced Meta Label Correction for Coping with Label Corruption", Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

Itay Eilat, Ben Finkelshtein, Chaim Baskin, Nir Rosenfeld, "Strategic classification with graph neural networks", International Conference on Learning Representations 2023

Mitchell Keren Taraday, Almog David, Chaim Baskin, "Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks", Advances in Neural Information Processing Systems

Maor Dikter, Tsachi Blau, Chaim Baskin, "Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Meet Our Team