Dvir Samuel

I'm a PhD student in the Computer Science Department at Bar Ilan University, under the supervision of Prof.Gal Chechik from the Gonda Multidisciplinary Brain Research Center.

Education

Bar Ilan University

PhD. Computer Science
2020 - now

Bar Ilan University

M.Sc. Computer Science
2019 - 2020

Bar Ilan University

B.Sc. Computer Science
2014 - 2017

Publications

Fixed-point Inversion for Text-to-image diffusion models

Barak Meiri*, Dvir Samuel*, Nir Darshan, Gal Chechik, Shai Avidan, Rami Ben-Ari
[Paper] [Code] [Project Page]

Norm-guided latent space exploration for text-to-image generation

Dvir Samuel , Rami Ben-Ari, Nir Darshan, Haggai Maron and Gal Chechik
Conference on Neural Information Processing Systems (NeurIPS), 2023.
[Paper] [Code] [Project Page]

Generating images of rare concepts using pre-trained diffusion models

Dvir Samuel, Rami Ben-Ari, Simon Raviv, Nir Darshan, Gal Chechik
Association for the Advancement of Artificial Intelligence (AAAI), 2024.
[Paper] [Code] [Project Page]

Distributional Robustness Loss for Long-tail Learning

Dvir Samuel, Gal Chechik
International Conference on Computer Science (ICCV), 2021.
[Paper] [Code] [Project Page]

From Generalized Zero-shot Learning to Long-tail with Class Descriptors

Dvir Samuel, Yuval Atzmon, Gal Chechik
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021.
[Paper] [Code] [Project Page]

Contact

The Leslie and Susan Gonda Multidisciplinary Brain Research Center
Bar Ilan University
Ramat Gan, Israel
52900
dvirsamuel@gmail.com