Amir Globerson

Amir Globerson

Tel Aviv University

H-index: 46

Asia-Israel

About Amir Globerson

Amir Globerson, With an exceptional h-index of 46 and a recent h-index of 34 (since 2020), a distinguished researcher at Tel Aviv University, specializes in the field of Machine Learning, Graphical Models, Optimization, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating the ripple effects of knowledge editing in language models

Finding Visual Task Vectors

TREE-G: Decision Trees Contesting Graph Neural Networks

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States

EgoPet: Egomotion and Interaction Data from an Animal's Perspective

Promptonomyvit: Multi-task prompt learning improves video transformers using synthetic scene data

Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Network

Amir Globerson Information

University

Position

___

Citations(all)

8890

Citations(since 2020)

4284

Cited By

6322

hIndex(all)

46

hIndex(since 2020)

34

i10Index(all)

96

i10Index(since 2020)

68

Email

University Profile Page

Tel Aviv University

Google Scholar

View Google Scholar Profile

Amir Globerson Skills & Research Interests

Machine Learning

Graphical Models

Optimization

Natural Language Processing

Top articles of Amir Globerson

Title

Journal

Author(s)

Publication Date

Evaluating the ripple effects of knowledge editing in language models

Transactions of the Association for Computational Linguistics

Roi Cohen

Eden Biran

Ori Yoran

Amir Globerson

Mor Geva

2024/4/9

Finding Visual Task Vectors

arXiv preprint arXiv:2404.05729

Alberto Hojel

Yutong Bai

Trevor Darrell

Amir Globerson

Amir Bar

2024/4/8

TREE-G: Decision Trees Contesting Graph Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence

Maya Bechler-Speicher

Amir Globerson

Ran Gilad-Bachrach

2024/3/24

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

arXiv preprint arXiv:2403.05530

Machel Reid

Nikolay Savinov

Denis Teplyashin

Dmitry Lepikhin

Timothy Lillicrap

...

2024/3/8

Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States

arXiv preprint arXiv:2402.07875

Noam Razin

Yotam Alexander

Edo Cohen-Karlik

Raja Giryes

Amir Globerson

...

2024/2/12

EgoPet: Egomotion and Interaction Data from an Animal's Perspective

arXiv preprint arXiv:2404.09991

Amir Bar

Arya Bakhtiar

Danny Tran

Antonio Loquercio

Jathushan Rajasegaran

...

2024/4/15

Promptonomyvit: Multi-task prompt learning improves video transformers using synthetic scene data

Winter Conference on Applications of Computer Vision (WACV), 2024

Roei Herzig

Ofir Abramovich

Elad Ben-Avraham

Assaf Arbelle

Leonid Karlinsky

...

2022/12/8

Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Network

Edo Cohen-Karlik

Itamar Menuhin-Gruman

Raja Giryes

Nadav Cohen

Amir Globerson

2023

Lm vs lm: Detecting factual errors via cross examination

arXiv preprint arXiv:2305.13281

Roi Cohen

May Hamri

Mor Geva

Amir Globerson

2023/5/22

Gemini: a family of highly capable multimodal models

arXiv preprint arXiv:2312.11805

Gemini Team

Rohan Anil

Sebastian Borgeaud

Yonghui Wu

Jean-Baptiste Alayrac

...

2023/12/19

Incorporating structured representations into pretrained vision & language models using scene graphs

Conference on Empirical Methods in Natural Language Processing (EMNLP) 2023

Roei Herzig

Alon Mendelson

Leonid Karlinsky

Assaf Arbelle

Rogerio Feris

...

2023/5/10

In-context learning creates task vectors

arXiv preprint arXiv:2310.15916

Roee Hendel

Mor Geva

Amir Globerson

2023/10/24

Dissecting recall of factual associations in auto-regressive language models

arXiv preprint arXiv:2304.14767

Mor Geva

Jasmijn Bastings

Katja Filippova

Amir Globerson

2023/4/28

Graph Neural Networks Use Graphs When They Shouldn't

arXiv preprint arXiv:2309.04332

Maya Bechler-Speicher

Ido Amos

Ran Gilad-Bachrach

Amir Globerson

2023/9/8

Crawling the internal knowledge-base of language models

arXiv preprint arXiv:2301.12810

Roi Cohen

Mor Geva

Jonathan Berant

Amir Globerson

2023/1/30

Predicting masked tokens in stochastic locations improves masked image modeling

arXiv preprint arXiv:2308.00566

Amir Bar

Florian Bordes

Assaf Shocher

Mahmoud Assran

Pascal Vincent

...

2023/7/31

Covering Uncommon Ground: Followup Question Generation for Answer Assessment

Roni Rabin

Roee Engelberg

Gal Elidan

Amir Globerson

2023

Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment

arXiv preprint arXiv:2307.03319

Roni Rabin

Alexandre Djerbetian

Roee Engelberg

Lidan Hackmon

Gal Elidan

...

2023/7/6

On the inductive bias of neural networks for learning read-once dnfs

Ido Bronstein

Alon Brutzkus

Amir Globerson

2022/8/17

On the implicit bias of gradient descent for temporal extrapolation

Edo Cohen-Karlik

Avichai Ben David

Nadav Cohen

Amir Globerson

2022/5/3

See List of Professors in Amir Globerson University(Tel Aviv University)

Co-Authors

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 104
Tommi Jaakkola

Tommi Jaakkola

Massachusetts Institute of Technology

H-index: 71
Yair Weiss

Yair Weiss

Hebrew University of Jerusalem

H-index: 66
Michael Collins

Michael Collins

Columbia University in the City of New York

H-index: 61
Shai Shalev-Shwartz

Shai Shalev-Shwartz

Hebrew University of Jerusalem

H-index: 51
Gal Chechik

Gal Chechik

Bar-Ilan University

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