2026 Lior Wolf: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	75	1376	1333	25	23	379	35332

Overview

Lior Wolf is affiliated with Tel Aviv University in Israel and works primarily in the field of computer science. Their research output spans multiple subfields, with a particular focus on computer vision and pattern recognition, artificial intelligence, and signal processing. Additional work covers areas such as electrical and electronic engineering and radiology, nuclear medicine, and imaging.

The scientist's research topics include:

Generative Adversarial Networks and Image Synthesis
Multimodal Machine Learning Applications
Advanced Neural Network Applications
Domain Adaptation and Few-Shot Learning
Speech and Audio Processing
Explainable Artificial Intelligence (XAI)
Neural Networks and Applications

Lior Wolf's recent papers illustrate active contributions to diverse aspects of machine learning and computer vision. Examples include:

"Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (2023), published in ACM Transactions on Graphics
"DeepFake Detection Based on Discrepancies Between Faces and Their Context" (2021), published in IEEE Transactions on Pattern Analysis and Machine Intelligence
"ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic" (2022), presented at the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
"Data Augmenting Contrastive Learning of Speech Representations in the Time Domain" (2020), available on arXiv (Cornell University)
"Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks" (2020), published in Proceedings of the AAAI Conference on Artificial Intelligence

Their publication record shows frequent appearances in specific venues, including:

arXiv (Cornell University), with over 130 publications
Proceedings of the AAAI Conference on Artificial Intelligence
ACM Transactions on Graphics
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Lior Wolf collaborates repeatedly with several coauthors, among whom are Eliya Nachmani, Sagie Benaim, Hila Chefer, Shir Gur, and Tal Shaharabany.

Best Publications

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Yaniv Taigman;Ming Yang;Marc'Aurelio Ranzato;Lior Wolf

7808
Citations
Robust Object Recognition with Cortex-Like Mechanisms

T. Serre;L. Wolf;S. Bileschi;M. Riesenhuber

2181
Citations
Face recognition in unconstrained videos with matched background similarity

Lior Wolf;Tal Hassner;Itay Maoz

1673
Citations
Object recognition with features inspired by visual cortex

T. Serre;L. Wolf;T. Poggio

1259
Citations
A Biologically Inspired System for Action Recognition

H. Jhuang;T. Serre;L. Wolf;T. Poggio

983
Citations
Unsupervised Cross-Domain Image Generation

Yaniv Taigman;Adam Polyak;Lior Wolf

816
Citations
Using the Output Embedding to Improve Language Models

Ofir Press;Lior Wolf

686
Citations
Plasmonic nanostructure design and characterization via Deep Learning.

Itzik Malkiel;Michael Mrejen;Achiya Nagler;Uri Arieli

671
Citations
Non-homogeneous Content-driven Video-retargeting

L. Wolf;M. Guttmann;D. Cohen-Or

667
Citations
Descriptor Based Methods in the Wild

Lior Wolf;Tal Hassner;Yaniv Taigman

648
Citations
Transformer Interpretability Beyond Attention Visualization

Hila Chefer;Shir Gur;Lior Wolf

538
Citations
Local Trinary Patterns for human action recognition

Lahav Yeffet;Lior Wolf

445
Citations
Chest pathology detection using deep learning with non-medical training

Yaniv Bar;Idit Diamant;Lior Wolf;Sivan Lieberman

444
Citations
Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics

L. Wolf;T. Hassner;Y. Taigman

427
Citations
System, method and a computer readible medium for providing an output image

Lior Wolf;Moshe Guttman;Daniel Cohen-Or

410
Citations
Learning over sets using kernel principal angles

Lior Wolf;Amnon Shashua

388
Citations
Similarity scores based on background samples

Lior Wolf;Tal Hassner;Yaniv Taigman

371
Citations
Deep learning with non-medical training used for chest pathology identification

Yaniv Bar;Idit Diamant;Lior Wolf;Hayit Greenspan

370
Citations
Optimizing Photo Composition

Ligang Liu;Renjie Chen;Lior Wolf;Daniel Cohen-Or

365
Citations
Associating neural word embeddings with deep image representations using Fisher Vectors

Benjamin Klein;Guy Lev;Gil Sadeh;Lior Wolf

320
Citations

Frequent Co-Authors

Nachum Dershowitz Tel Aviv University

Tal Hassner Facebook (United States)

Amnon Shashua Hebrew University of Jerusalem

Daniel Cohen-Or Tel Aviv University

Tomaso Poggio MIT

Thomas Serre Brown University

Hayit Greenspan Tel Aviv University

Eytan Ruppin National Institutes of Health

Marc'Aurelio Ranzato DeepMind (United Kingdom)

Dovi Poznanski Tel Aviv University

External Links

Personal website of Lior Wolf Google Scholar page

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