Assaf Arbelle

Researcher, International Business Machines

Joined

February 2019

Names

Assaf Arbelle

Emails

****@post.bgu.ac.il (Confirmed)

****@ibm.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2020 – Present

PhD student

Ben-Gurion University of the Negev (bgu.ac.il)

2015 – 2020

MS student

Ben-Gurion University of the Negev (bgu.ac.il)

2013 – 2015

Graduate Student

Ben-Gurion University of the Negev (bgu.ac.il)

2009 – 2013

Advisors, Relations & Conflicts

Coworker

Leonid Karlinsky

Present

PhD Advisor

Tammy Raviv

2015 – 2020

Expertise

Foundation Models

2022 – Present

Vision and Language

2020 – Present

Self Supervised Learning

2020 – Present

Deep Learning

2015 – Present

Computer Vision

2015 – Present

Machine Learning

2015 – Present

Biomedial Imaging

2012 – 2020

Publications

Activation Reward Models for Few-Shot Model Alignment
Tianning Chai, Chancharik Mitra, Brandon Huang, Gautam Rajendrakumar Gare, Zhiqiu Lin, Assaf Arbelle, Leonid Karlinsky, Rogerio Feris, Trevor Darrell, Deva Ramanan, Roei Herzig
- ICLR 2026 Conference Withdrawn Submission
- 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
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
Brandon Huang, Chancharik Mitra, Leonid Karlinsky, Assaf Arbelle, Trevor Darrell, Roei Herzig
- NeurIPS 2024 poster
- 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
Incorporating Structured Representations into Pretrained Vision \& Language Models Using Scene Graphs
Roei Herzig, Alon Mendelson, Leonid Karlinsky, Assaf Arbelle, Rogerio Feris, Trevor Darrell, Amir Globerson
- EMNLP 2023 Main
- 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
FETA: Towards Specializing Foundational Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Peter W. J. Staar, Kate Saenko, Rogerio Feris, Leonid Karlinsky
- Published: 17 Sept 2022, Last Modified: 23 May 2023
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Dual-Task ConvLSTM-UNet for Instance Segmentation of Weakly Annotated Microscopy Videos
Assaf Arbelle, Shaked Cohen, Tammy Riklin Raviv
- 2022 (modified: 26 Oct 2022)
- IEEE Trans. Medical Imaging 2022
- Readers: Everyone
FETA: Towards Specializing Foundation Models for Expert Task Applications
Amit Alfassy, Assaf Arbelle, Oshri Halimi, Sivan Harary, Roei Herzig, Eli Schwartz, Rameswar Panda, Michele Dolfi, Christoph Auer, Kate Saenko, Peter W. J. Staar, Rogério Feris, Leonid Karlinsky
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone
Unsupervised Domain Generalization by Learning a Bridge Across Domains
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter W. J. Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
- 2022 (modified: 17 Nov 2022)
- CVPR 2022
- Readers: Everyone

View all 29 publications

Co-Authors

View all 72 co-authors