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ibrahim.jub@gmail.com

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I am a co-founder and CTO of a new and exciting startup in the intersection of Generative AI, Augmented Reality and Marketing.

I have recieved my PhD in Computer Science, under the supervision of Prof. Dan Feldman, at
the Robotics & Big Data Labs, Computer Science Department at the University of Haifa.
I am also a collaborator with the Geometric Image Processing (GIP) Lab at the Technion, under the supervision of Prof. Ron Kimmel.

My research interests are ML/DL, Computer Vision and Compression of Big Data (computing "Coresets" for big data).
Most of my work is focused on developing new approximation algorithms and "coresets" (a small weighted subset of the input data ) for known problems from the fields of Machine Learning (such as the k-means problem and its generalizations) and Computer Vision (for example problems that arise in SLAM systems).
Lately I have been taking interest in Deep Learning, mostly in the use of GANs for synthetic image generation (e.g., medical images), and 3D model synthesis (e.g., 3D face generation).

Teaching and Experience

Course Slides:

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Scholarships and Awards

Selected Talks

Publications

with Soliman Nasser and Dan Feldman

MDPI Sensors - Special Issue: Sensor Autonomous Drones 2020

with Dan Feldman

The IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020

with David Cohn and Dan Feldman

with Alaa Maalouf and Dan Feldman

Proc. 33rd Conference on Neural Information Processing Systems (NIPS'19)
(Oral + Outstanding Paper Honorable Mention)

Fast and Accurate Least-Mean-Squares Solvers - Full Version 

with Alaa Maalouf and Dan Feldman

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021)

with Alaa Maalouf and Dan Feldman

WIREs Data Mining and Knowledge Discovery Journal (2021)

with Murad Tukan and Alaa Maalouf and Dan Feldman

The International Conference on Machine Learning (ICML'20)

with Roman Rabinovich and Aaron Wetzler and Ron Kimmel (Technion)

The International Conference on Automation Science and Engineering (CASE'20)

with Alaa Maalouf and Murad Tukan and Dan Feldman

MDPI Sensors - Special Issue: "Sensor Data Summarization: Theory, Applications,
      and Systems" (2021)

with Alaa Maalouf and Ron Kimmel and Dan Feldman

The International Conference on Computer Vision (ICCV'21)

 with Moshiko Raboh and Shaked Perek and David Gruen and Efrat Hexter (IBM Research)

International Conference on Medical Image Computing and Computer Assisted Intervention - SASHIMI Workshop (MICCAI'21)

 with Ernesto Sanchez and Ilan Newman and Dan Feldman

The 35rd Conference on Neural Information Processing Systems (NIPS'21) (Spotlight)

 with Ron Slossberg and Ron Kimmel (Technion)

The European Conference on Computer Vision (ECCV'22)


 with Elad Tolochinsky and Dan Feldman

The International Conference on Machine Learning (ICML'22)

 with Alaa Maalouf and Dan Feldman


 with Fares Fares and Yuval Alfassi and Firas Ayoub and Dan Feldman

The 2022 IEEE/RSJ International Conference on Intelligent Robotics and Systems (IROS'22)