🧑‍🔬 Lior Wolf

🏛️ Affiliations

🎓Tel Aviv UniversityTel Aviv · Israel2006–2026 · 352 papersEmployment since 2006 · School Of Computer Sciencecurrent🏢MetaMenlo Park · United States2016–2021 · 49 papers🎓Massachusetts Institute of TechnologyCambridge · United States2004–2007 · 15 papers🎓Hebrew University of JerusalemJerusalem · Israel2000–2005 · 13 papers🏢MetaTel Aviv · Israel2016–2021 · 9 papers🏢MetaLondon · United Kingdom2017–2021 · 7 papers🔬McGovern Institute for Brain ResearchCambridge · United States2005–2007 · 7 papers

🏛️Facebook AI ResearchTel Aviv · Israel2016Employment since 2016

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Using the Output Embedding to Improve Language Models (2017 · 909 citations)
   The paper examines the last weight matrix of neural language models, which turns hidden states into one score per vocabulary word.
2. The Hidden Attention of Mamba Models (2025 · 32 citations)
   Mamba models, built on selective state-space (S6) layers, are usually described in two ways: as parallel scans for training and as recurrences for generation.

All works

14 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Using the Output Embedding to Improve Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Ofir Press, Lior Wolf2017 · 909 citations
2. Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHila Chefer, Shir Gur, Lior Wolf2021 · 317 citations
3. Associating neural word embeddings with deep image representations using Fisher Vectors ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBenjamin Klein et al.2015 · 306 citations
4. Web-scale training for face identification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYaniv Taigman et al.2015 · 233 citations
5. Specifying Object Attributes and Relations in Interactive Scene Generation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOron Ashual, Lior Wolf2019 · 191 citations
6. Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAmit Shaked, Lior Wolf2017 · 189 citations
7. Non-Adversarial Unsupervised Word Translation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYedid Hoshen, Lior Wolf2018 · 181 citations
8. A Dynamic Convolutional Layer for short rangeweather prediction ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBenjamin Klein, Lior Wolf, Yehuda Afek2015 · 175 citations
9. CNN-N-Gram for HandwritingWord Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetArik Poznanski, Lior Wolf2016 · 158 citations
10. Live Face De-Identification in Video ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOran Gafni, Lior Wolf, Yaniv Taigman2019 · 147 citations
11. Single Image Depth Estimation Trained via Depth From Defocus Cues ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShir Gur, Lior Wolf2019 · 140 citations
12. PatchBatch: A Batch Augmented Loss for Optical Flow ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDavid Gadot, Lior Wolf2016 · 88 citations
13. The SVM-Minus Similarity Score for Video Face Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLior Wolf, Noga Levy2013 · 65 citations
14. The Hidden Attention of Mamba ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ameen Ali Ali, Itamar Zimerman, Lior Wolf2025 · 32 citations

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Ofir Press

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×8
• IEEE/CVF International Conference on Computer Vision (ICCV) ×3
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
• Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2017
• Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

🔗 Cited by

Papers of our library cite their works 440 times (of the 149,439 papers whose bibliographies we read); 55 citing papers with a page here →.

Updated 1 November 2026

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