---
title: "Leonid Karlinsky — author profile and papers in our library"
description: "Leonid Karlinsky: 2 papers on Elamur Research (2024–2025), h-index 30 — affiliations, topics, co-authors and who cites them in our library."
canonical: "https://research.elamur.ai/free/en/authors/leonid-karlinsky/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/leonid-karlinsky/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Leonid Karlinsky

# Leonid Karlinsky

Leonid Karlinsky has 2 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Eli Schwartz](https://md.research.elamur.ai/free/en/authors/eli-schwartz/), [Leshem Choshen](https://md.research.elamur.ai/free/en/authors/leshem-choshen/).

2 papers in our library · 2024–2025

[OpenAlex](https://openalex.org/A5020676344) · [ORCID](https://orcid.org/0000-0003-2524-2068) · [Wikidata](https://www.wikidata.org/wiki/Q131117687) · [**h-index 30**](https://openalex.org/authors/A5020676344) · [125 works](https://openalex.org/works?filter=author.id:A5020676344) · [3,496 citations](https://openalex.org/works?filter=author.id:A5020676344&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/leonid-karlinsky/#papers) · [🔗 Cited 165 times in our library](https://md.research.elamur.ai/free/en/authors/leonid-karlinsky/cited-by/) · [19 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9767](https://md.research.elamur.ai/free/en/paper-stars/page/98/#star-9767)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Leonid+Karlinsky) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Leonid+Karlinsky) · [dblp](https://dblp.org/search?q=Leonid+Karlinsky) · [ACL Anthology](https://aclanthology.org/search/?q=Leonid+Karlinsky)

## Affiliations

[🏢**IBM** Armonk · United States 2017–2025 · 68 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2020–2025 · 26 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🔬**IBM Research - Haifa** Haifa · Israel 2016–2023 · 8 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-haifa/) · [🎓**Weizmann Institute of Science** Rehovot · Israel 2008–2012 · 6 papers](https://md.research.elamur.ai/free/en/universities/weizmann-institute-of-science/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

## Fields, topics and concepts

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

📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

🧭 Topics 5 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Works by year

### 2020s

[**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/leonid-karlinsky/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/leonid-karlinsky/year/2024/)

## Papers

The most cited first (OpenAlex and our library).

1. **[NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning](https://md.research.elamur.ai/free/en/papers/schwartz-2024-numerologic-number-encoding-enhanced-llms/)** *(2024 · 26 citations)* Causal LLMs read numbers left to right, so a digit's place value only becomes clear once the whole number has been seen.
2. **[REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark](https://md.research.elamur.ai/free/en/papers/wasserman-2025-real-mm-rag-real-world/)** *(2025 · 22 citations)* Existing benchmarks for multi-modal document retrieval in RAG do not reflect how retrieval works in practice.

## All works

21 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. **[RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00534) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leonid Karlinsky et al.*2019 · 387 citations*
2. **[CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning ↗](https://doi.org/10.1109/cvpr52729.2023.01146) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**James Seale Smith et al.*2023 · 352 citations*
3. **[LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00671) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Amit Alfassy et al.*2019 · 125 citations*
4. **[Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning ↗](https://arxiv.org/abs/2303.02861) arXiv (Cornell University) · no summary yet**Zhen Wang et al.*2023 · 77 citations*
5. **[Fine-Grained Recognition of Thousands of Object Categories with Single-Example Training ↗](https://doi.org/10.1109/cvpr.2017.109) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leonid Karlinsky et al.*2017 · 72 citations*
6. **[Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs ↗](https://aclanthology.org/2023.emnlp-main.870/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Roei Herzig et al.*2023 · 31 citations*
7. **[Learning to Grow Pretrained Models for Efficient Transformer Training ↗](https://arxiv.org/abs/2303.00980) arXiv (Cornell University) · no summary yet**Peihao Wang et al.*2023 · 28 citations*
8. **[NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning](https://md.research.elamur.ai/free/en/papers/schwartz-2024-numerologic-number-encoding-enhanced-llms/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Eli Schwartz, Leshem Choshen, Joseph Shtok, et al.*2024 · 26 citations*
9. **[REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark](https://md.research.elamur.ai/free/en/papers/wasserman-2025-real-mm-rag-real-world/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Navve Wasserman, Roi Pony, Oshri Naparstek, et al.*2025 · 22 citations*
10. **[ConStruct-VL: Data-Free Continual Structured VL Concepts Learning* ↗](https://doi.org/10.1109/cvpr52729.2023.01440) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**James Seale Smith et al.*2023 · 18 citations*
11. **[Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning ↗](https://doi.org/10.52202/079017-0697) neural information processing systems · no summary yet**Brandon Huang et al.*2024 · 17 citations*
12. **[Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens ↗](https://arxiv.org/abs/2206.06346) arXiv (Cornell University) · no summary yet**Elad Ben Avraham et al.*2022 · 16 citations*
13. **[PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data ↗](https://doi.org/10.1109/wacv57701.2024.00666) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yet**Roei Herzig et al.*2022 · 10 citations*
14. **[ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs ↗](https://doi.org/10.52202/079017-0721) neural information processing systems · no summary yet**Irene Huang et al.*2024 · 6 citations*
15. **[Enhancing Few-Shot Vision-Language Classification With Large Multimodal Model Features ↗](https://doi.org/10.1109/iccv51701.2025.00265) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Chancharik Mitra et al.*2025 · 5 citations*
16. **[Navigating the Labyrinth: Evaluating LLMs' Ability to Reason About Search Problems ↗](https://arxiv.org/abs/2406.12172) arXiv (Cornell University) · no summary yet**Nasim Borazjanizadeh et al.*2024 · 5 citations*
17. **[Activation Reward Models for Few-Shot Model Alignment ↗](https://aclanthology.org/2026.findings-acl.1709/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Tianning Chai et al.*2026 · 2 citations*
18. **[Visualizing Thought: Conceptual Diagrams Enable Robust Planning in LMMs ↗](https://arxiv.org/abs/2503.11790) arXiv (Cornell University) · no summary yet**Nasim Borazjanizadeh et al.*2025 · 1 citation*
19. **[Latent Implicit Visual Reasoning ↗](https://arxiv.org/abs/2512.21218) arXiv (Cornell University) · no summary yet**Kelvin Zhenghao Li et al.*2025 · 1 citation*
20. **[Structured Video Tokens @ Ego4D PNR Temporal Localization Challenge 2022 ↗](https://arxiv.org/abs/2206.07689) arXiv (Cornell University) · no summary yet**Elad Ben Avraham et al.*2022 · 1 citation*
21. **[Discriminative World Models for Web Agents ↗](https://arxiv.org/abs/2609.02885) arXiv (Cornell University) · no summary yet**Kelvin Li et al.*2026*

## Co-authors here

2 co-authors with a page, the most papers together first.

- [Eli Schwartz](https://md.research.elamur.ai/free/en/authors/eli-schwartz/) ×2
- [Leshem Choshen](https://md.research.elamur.ai/free/en/authors/leshem-choshen/)

## 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 ×5
- [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/)
- neural information processing systems ×2
- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/)
- Findings of the Association for Computational Linguistics: ACL 2026
- IEEE/CVF International Conference on Computer Vision (ICCV)
- IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

## Cited by

Papers of our library cite their works 165 times (of the 149,439 papers whose bibliographies we read); [31 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/leonid-karlinsky/cited-by/).

Updated 3 November 2026