---
title: "Samuel Albanie — author profile and papers — Elamur Research"
description: "Samuel Albanie: 2 papers on Elamur Research (2023–2025), h-index 30 — affiliations, topics, co-authors and who cites them in our library."
canonical: "https://research.elamur.ai/free/en/authors/samuel-albanie/"
---
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# Samuel Albanie

Samuel Albanie has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Ameya Prabhu](https://md.research.elamur.ai/free/en/authors/ameya-prabhu/), [Andreas Hochlehnert](https://md.research.elamur.ai/free/en/authors/andreas-hochlehnert/), [Chang Xu](https://md.research.elamur.ai/free/en/authors/chang-xu/).

2 papers in our library · 2023–2025

[OpenAlex](https://openalex.org/A5102018867) · [ORCID](https://orcid.org/0000-0003-1732-9198) · [**h-index 30**](https://openalex.org/authors/A5102018867) · [115 works](https://openalex.org/works?filter=author.id:A5102018867) · [18,073 citations](https://openalex.org/works?filter=author.id:A5102018867&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/samuel-albanie/#papers) · [🔗 Cited 1,294 times in our library](https://md.research.elamur.ai/free/en/authors/samuel-albanie/cited-by/) · [23 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9037](https://md.research.elamur.ai/free/en/paper-stars/page/91/#star-9037)

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=Samuel+Albanie) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Samuel+Albanie) · [dblp](https://dblp.org/search?q=Samuel+Albanie) · [ACL Anthology](https://aclanthology.org/search/?q=Samuel+Albanie)

## Affiliations

[🎓**University of Cambridge** Cambridge · United Kingdom 2021–2025 · 37 papers](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**University of Oxford** Oxford · United Kingdom 2016–2024 · 36 papers](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🏢**Google DeepMind** London · United Kingdom 2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🏢**Cambridge University Press** Cambridge · United Kingdom 2022 · 2 papers](https://md.research.elamur.ai/free/en/companies/cambridge-university-press/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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.

📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Works by year

### 2020s

[**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/samuel-albanie/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/samuel-albanie/year/2023/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Can GPT-4 Perform Neural Architecture Search?](https://md.research.elamur.ai/free/en/papers/zheng-2023-gpt-4-perform-neural-architecture/)** *(2023 · 38 citations)* The authors ask whether GPT-4, used without any fine-tuning, can help with Neural Architecture Search (NAS), a task that usually requires substantial expert knowledge.
2. **[A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility](https://md.research.elamur.ai/free/en/papers/hochlehnert-2025-sober-look-progress-language-model/)** *(2025 · 36 citations)* Progress in mathematical reasoning for language models is often judged on small benchmarks under inconsistent evaluation setups.

## All works

25 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. **[Use What You Have: Video Retrieval Using Representations From Collaborative Experts ↗](https://arxiv.org/abs/1907.13487) arXiv (Cornell University) · no summary yet**Yang Liu et al.*2019 · 247 citations*
2. **[Seeing Voices and Hearing Faces: Cross-Modal Biometric Matching ↗](https://doi.org/10.1109/cvpr.2018.00879) 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**Arsha Nagrani, Samuel Albanie, Andrew Zisserman*2018 · 226 citations*
3. **[BSL-1K: Scaling Up Co-articulated Sign Language Recognition Using Mouthing Cues ↗](https://doi.org/10.1007/978-3-030-58621-8_3) Lecture notes in computer science · no summary yet**Samuel Albanie et al.*2020 · 221 citations*
4. **[Learnable PINs: Cross-modal Embeddings for Person Identity ↗](https://doi.org/10.1007/978-3-030-01261-8_5) Lecture notes in computer science · no summary yet**Arsha Nagrani, Samuel Albanie, Andrew Zisserman*2018 · 154 citations*
5. **[TeachText: CrossModal Generalized Distillation for Text-Video Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01138) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ioana Croitoru et al.*2021 · 150 citations*
6. **[BBC-Oxford British Sign Language Dataset ↗](https://arxiv.org/abs/2111.03635) arXiv (Cornell University) · no summary yet**Samuel Albanie et al.*2021 · 73 citations*
7. **[Read and Attend: Temporal Localisation in Sign Language Videos ↗](https://doi.org/10.1109/cvpr46437.2021.01658) 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**Gül Varol et al.*2021 · 59 citations*
8. **[Aligning Subtitles in Sign Language Videos ↗](https://doi.org/10.1109/iccv48922.2021.01135) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Hannah Bull et al.*2021 · 49 citations*
9. **[Seeing wake words: Audio-visual Keyword Spotting ↗](https://doi.org/10.5244/c.34.10) British Machine Vision Conference (BMVC) · no summary yet**Liliane Momeni et al.*2020 · 39 citations*
10. [**Can GPT-4 Perform Neural Architecture Search? arXiv:2304.10970**Mingkai Zheng, Xiu Su, Shan You, et al.*2023 · 38 citations*](https://md.research.elamur.ai/free/en/papers/zheng-2023-gpt-4-perform-neural-architecture/)
11. [**A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility arXiv:2504.07086**Andreas Hochlehnert, Hardik Bhatnagar, Vishaal Udandarao, et al.*2025 · 36 citations*](https://md.research.elamur.ai/free/en/papers/hochlehnert-2025-sober-look-progress-language-model/)
12. **[Automatic Dense Annotation of Large-Vocabulary Sign Language Videos ↗](https://doi.org/10.1007/978-3-031-19833-5_39) Lecture notes in computer science · no summary yet**Liliane Momeni et al.*2022 · 27 citations*
13. **[Scaling Up Sign Spotting Through Sign Language Dictionaries ↗](https://doi.org/10.1007/s11263-022-01589-6) International Journal of Computer Vision · no summary yet**Gül Varol et al.*2022 · 24 citations*
14. **[Watch, Read and Lookup: Learning to Spot Signs from Multiple Supervisors ↗](https://doi.org/10.1007/978-3-030-69544-6_18) Lecture notes in computer science · no summary yet**Liliane Momeni et al.*2021 · 21 citations*
15. **[Weakly-supervised Fingerspelling Recognition in British Sign Language Videos ↗](https://arxiv.org/abs/2211.08954) arXiv (Cornell University) · no summary yet**K R Prajwal et al.*2022 · 12 citations*
16. **[The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) ↗](https://arxiv.org/abs/2008.00744) arXiv (Cornell University) · no summary yet**Samuel Albanie et al.*2020 · 12 citations*
17. **[QUERYD: A Video Dataset with High-Quality Text and Audio Narrations ↗](https://doi.org/10.1109/icassp39728.2021.9414640) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Andreea-Maria Oncescu et al.*2021 · 10 citations*
18. **[Disentangled Speech Embeddings Using Cross-Modal Self-Supervision ↗](https://doi.org/10.1109/icassp40776.2020.9054057) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Arsha Nagrani et al.*2020 · 10 citations*
19. **[A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision ↗](https://arxiv.org/abs/2405.10266) arXiv (Cornell University) · no summary yet**Charles Raude et al.*2024 · 8 citations*
20. **[SeeHear: Signer Diarisation and a New Dataset ↗](https://doi.org/10.1109/icassp39728.2021.9414856) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Samuel Albanie et al.*2021 · 6 citations*
21. **[A Sound Approach: Using Large Language Models to Generate Audio Descriptions for Egocentric Text-Audio Retrieval ↗](https://doi.org/10.1109/icassp48485.2024.10448486) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Andreea-Maria Oncescu et al.*2024 · 4 citations*
22. **[A Practitioner's Guide to Continual Multimodal Pretraining ↗](https://arxiv.org/abs/2408.14471) arXiv (Cornell University) · no summary yet**Karsten Roth et al.*2024 · 4 citations*
23. **[A Practitioner's Guide to Real-World Continual Multimodal Pretraining ↗](https://doi.org/10.52202/079017-4252) neural information processing systems · no summary yet**Vishaal Udandarao et al.*2024 · 4 citations*
24. **[SLRTP 2020: The Sign Language Recognition, Translation & Production Workshop ↗](https://doi.org/10.1007/978-3-030-66096-3_13) Lecture notes in computer science · no summary yet**Necati Cihan Camgöz et al.*2020 · 2 citations*
25. **[A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval - Poster ↗](https://doi.org/10.60864/j1jp-a031) IEEE SIGPORT · no summary yet**Andreea-Maria Oncescu et al.*2024*

## Co-authors here

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

- [Ameya Prabhu](https://md.research.elamur.ai/free/en/authors/ameya-prabhu/)
- [Andreas Hochlehnert](https://md.research.elamur.ai/free/en/authors/andreas-hochlehnert/)
- [Chang Xu](https://md.research.elamur.ai/free/en/authors/chang-xu/)
- [Chen Qian](https://md.research.elamur.ai/free/en/authors/chen-qian/)
- [Fei Wang](https://md.research.elamur.ai/free/en/authors/fei-wang/)
- [Matthias Bethge](https://md.research.elamur.ai/free/en/authors/matthias-bethge/)
- [Vishaal Udandarao](https://md.research.elamur.ai/free/en/authors/vishaal-udandarao/)

## Venues

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

- Lecture notes in computer science ×5
- IEEE International Conference on Acoustics Speech and Signal Processing ×4
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2
- IEEE/CVF International Conference on Computer Vision (ICCV) ×2
- [Nature](https://md.research.elamur.ai/free/en/venues/nature/)
- British Machine Vision Conference (BMVC)
- IEEE SIGPORT
- International Journal of Computer Vision
- neural information processing systems

## Cited by

Papers of our library cite their works 1,294 times (of the 149,439 papers whose bibliographies we read); [331 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/samuel-albanie/cited-by/).

Updated 3 November 2026