Sivan Doveh

PhD student, Weizmann Institute of Science

Joined

February 2020

Names

Sivan Doveh (Preferred)

Emails

****@gmail.com (Confirmed)

****@ibm.com (Confirmed)

****@weizmann.ac.il (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

PhD student

Weizmann Institute of Science (weizmann.ac.il)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Shimon Ullman

Present

Expertise

language and vision alignment

Present

Publications

VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes
Paul Gavrikov, Wei Lin, Muhammad Jehanzeb Mirza, Soumya Shamarao Jahagirdar, Muhammad Huzaifa, Sivan Doveh, James R. Glass, Serena Yeung-Levy, Hilde Kuehne
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TTRV: Test-Time Reinforcement Learning for Vision Language Models
Akshit Singh, Shyam Marjit, Wei Lin, Paul Gavrikov, Serena Yeung-Levy, Hilde Kuehne, Rogerio Feris, Sivan Doveh, James R. Glass, Muhammad Jehanzeb Mirza
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
Lukas Selch, Yufang Hou, Muhammad Jehanzeb Mirza, Sivan Doveh, James R. Glass, Rogerio Feris, Wei Lin
- ICLR 2026 Poster
- Readers: Everyone
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models
Muhammad Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao, Sivan Doveh, Wei Lin, Paul Gavrikov, Michael Dorkenwald, Shiqi Yang, Saurav Jha, Hiromi Wakaki, Yuki Mitsufuji, Horst Possegger, Rogerio Feris, Leonid Karlinsky, James R. Glass
- Accepted by TMLR
- Readers: Everyone
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
Nimrod Shabtay, Felipe Maia Polo, Sivan Doveh, Wei Lin, Muhammad Jehanzeb Mirza, Leshem Choshen, Mikhail Yurochkin, Yuekai Sun, Assaf Arbelle, Leonid Karlinsky, Raja Giryes
- ICLR 2025 Poster
- Readers: Everyone
Comparison Visual Instruction Tuning
Wei Lin, Muhammad Jehanzeb Mirza, Sivan Doveh, Rogerio Feris, Raja Giryes, Sepp Hochreiter, Leonid Karlinsky
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Comparison Visual Instruction Tuning
Wei Lin, Muhammad Jehanzeb Mirza, Sivan Doveh, Rogerio Feris, Raja Giryes, Sepp Hochreiter, Leonid Karlinsky
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models
Muhammad Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao, Sivan Doveh, Wei Lin, Paul Gavrikov, Michael Dorkenwald, Shiqi Yang, Saurav Jha, Hiromi Wakaki, Yuki Mitsufuji, Horst Possegger, Rogerio Feris, Leonid Karlinsky, James R. Glass
- Submitted to ICLR 2025
- Readers: Everyone
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
Irene Huang, Wei Lin, Muhammad Jehanzeb Mirza, Jacob A Hansen, Sivan Doveh, Victor Ion Butoi, Roei Herzig, Assaf Arbelle, Hilde Kuehne, Trevor Darrell, Chuang Gan, Aude Oliva, Rogerio Feris, Leonid Karlinsky
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
Sivan Doveh, Assaf Arbelle, Sivan Harary, Roei Herzig, Donghyun Kim, Paola Cascante-Bonilla, Amit Alfassy, Rameswar Panda, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky
- NeurIPS 2023 spotlight
- Readers: Everyone

Co-Authors

View all 43 co-authors