Meir Yossef Levi
I received my BSc and MSc from the Technion Institute of Technology in Haifa, Israel. I am at the final stages of my PHd under the guidance of Prof. Guy Gilboa from the Electrical & Computer Engineering faculty.
My research focuses on gaining a deep understanding of the inner mechanisms of machine learning systems, with a particular emphasis on vision-language models. I study the geometry and probabilistic structure of their latent spaces. Previously, my work centered on 3D computer vision, especially robust point cloud classification.
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[July 2025] A talk on CLIP latent space in UBC, NLP Group (Vered Shwartz's lab)!
[July 2025] A talk on CLIP latent space in Caltech, Vision Lab (Pietro perona's lab)!
[July 2025] Presenting two papers in ICML 25 in Vancouver!
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Fast and simple explainability for point cloud networks
Meir Yossef Levi,
Guy Gilboa
arXiv, 2024
paper
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Robustifying point cloud networks by refocusing
Meir Yossef Levi,
Guy Gilboa
3DV, 2025
paper
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code
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