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Nir Sochen
Joined
February 2019
Names
Nir Sochen
,
Nir A. Sochen
Emails
****@math.tau.ac.il
(Confirmed)
,
****@tauex.tau.ac.il
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Full Professor
Applied Mathematics,
Tel Aviv University
(tau.ac.il)
2009
–
2025
Associate Professor
Applied Mathematics,
Tel Aviv University
(tau.ac.il)
2006
–
2009
Assistant Professor
Applied Mathematics,
Tel Aviv University
(tau.ac.il)
1999
–
2006
Advisors, Relations & Conflicts
Coauthor
Tammy Riklin Raviv
2004
–
2008
Expertise
Image Processing
1996
–
2025
computer vision
1996
–
2025
medical imaging
1996
–
2025
Publications
Total Variation by PINN
amir ben attar
,
Nir Sochen
,
Leah Bar
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
A Geometric Unification of Generative AI with Manifold-Probabilistic Projection Models
Leah Bar
,
Liron Mor Yosef
,
Shai Zucker
,
Neta Shoham
,
Inbar Seroussi
,
Nir Sochen
Submitted to ICLR 2026
Readers:
Everyone
DDCSR: A Novel End-to-End Deep Learning Framework for Cortical Surface Reconstruction from Diffusion MRI
Chengjin Li
,
Yuqian Chen
,
Nir A. Sochen
,
Wei Zhang
,
Carl-Fredrik Westin
,
Yogesh Rathi
,
Lauren J. O'Donnell
,
Ofer Pasternak
,
Fan Zhang
CoRR 2025
Readers:
Everyone
Scene-based nonuniformity correction with homography transformation
Peretz Yafin
,
Nir A. Sochen
,
Iftach Klapp
CoRR 2025
Readers:
Everyone
DDEvENet: Evidence-based ensemble learning for uncertainty-aware brain parcellation using diffusion MRI
Chenjun Li
,
Dian Yang
,
Shun Yao
,
Shuyue Wang
,
Ye Wu
,
Le Zhang
,
Qiannuo Li
,
Kang Ik Kevin Cho
,
Johanna Seitz-Holland
,
Lipeng Ning
,
Jon Haitz Legarreta
,
Yogesh Rathi
,
Carl-Fredrik Westin
,
Lauren J. O'Donnell
,
Nir A. Sochen
,
Ofer Pasternak
,
Fan Zhang
Comput. Medical Imaging Graph. 2025
Readers:
Everyone
EVENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI
Chenjun Li
,
Dian Yang
,
Shun Yao
,
Shuyue Wang
,
Ye Wu
,
Le Zhang
,
Qiannuo Li
,
Kang Ik Kevin Cho
,
Johanna Seitz-Holland
,
Lipeng Ning
,
Jon Haitz Legarreta
,
Yogesh Rathi
,
Carl-Fredrik Westin
,
Lauren J. O'Donnell
,
Nir A. Sochen
,
Ofer Pasternak
,
Fan Zhang
CoRR 2024
Readers:
Everyone
Simultaneous Temperature Estimation and Nonuniformity Correction From Multiple Frames
Navot Oz
,
Omri Berman
,
Nir A. Sochen
,
David Mendlovic
,
Iftach Klapp
IEEE Trans. Image Process. 2024
Readers:
Everyone
PETIT-GAN: Physically Enhanced Thermal Image-Translating Generative Adversarial Network
Omri Berman
,
Navot Oz
,
David Mendlovic
,
Nir A. Sochen
,
Yafit Cohen
,
Iftach Klapp
WACV 2024
Readers:
Everyone
Deep Learning Solution of the Eigenvalue Problem for Differential Operators
Ido Ben-Shaul
,
Leah Bar
,
Dalia Fishelov
,
Nir A. Sochen
Neural Comput. 2023
Readers:
Everyone
Level Set KSVD
Omer Sapir
,
Iftach Klapp
,
Nir A. Sochen
CoRR 2023
Readers:
Everyone
View all 135 publications
Co-Authors
Adee Ran
Adi Ditkowski
Alberto De Luca
Alexander Brook
Alexander Leemans
Alexander M. Bronstein
Alfred M. Bruckstein
Alon Spira
Amanda Clauwaert
Ariel Tankus
Arnaldo Mayer
Baba C. Vemuri
Carl-Fredrik Westin
Chen Sagiv
Chengjin Li
Chenjun Li
Christoph Schnörr
Dalia Fishelov
Dan Feldman
Dan Raviv
Dan Waisman
Daniel Cremers
Daniel Lantzberg
David Kaufmann
David Mendelovich
View all 113 co-authors