🧑‍🔬 Samuel Albanie

🏛️ Affiliations

🎓University of CambridgeCambridge · United Kingdom2021–2025 · 37 papers🎓University of OxfordOxford · United Kingdom2016–2024 · 36 papers🏢Google DeepMindLondon · United Kingdom2025 · 2 papers🏢Cambridge University PressCambridge · United Kingdom2022 · 2 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Can GPT-4 Perform Neural Architecture Search? (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 (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 ↗arXiv (Cornell University) · no summary yetYang Liu et al.2019 · 247 citations
2. Seeing Voices and Hearing Faces: Cross-Modal Biometric Matching ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetArsha Nagrani, Samuel Albanie, Andrew Zisserman2018 · 226 citations
3. BSL-1K: Scaling Up Co-articulated Sign Language Recognition Using Mouthing Cues ↗Lecture notes in computer science · no summary yetSamuel Albanie et al.2020 · 221 citations
4. Learnable PINs: Cross-modal Embeddings for Person Identity ↗Lecture notes in computer science · no summary yetArsha Nagrani, Samuel Albanie, Andrew Zisserman2018 · 154 citations
5. TeachText: CrossModal Generalized Distillation for Text-Video Retrieval ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetIoana Croitoru et al.2021 · 150 citations
6. BBC-Oxford British Sign Language Dataset ↗arXiv (Cornell University) · no summary yetSamuel Albanie et al.2021 · 73 citations
7. Read and Attend: Temporal Localisation in Sign Language Videos ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGül Varol et al.2021 · 59 citations
8. Aligning Subtitles in Sign Language Videos ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHannah Bull et al.2021 · 49 citations
9. Seeing wake words: Audio-visual Keyword Spotting ↗British Machine Vision Conference (BMVC) · no summary yetLiliane Momeni et al.2020 · 39 citations
10. Can GPT-4 Perform Neural Architecture Search?arXiv:2304.10970Mingkai Zheng, Xiu Su, Shan You, et al.2023 · 38 citations
11. A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to ReproducibilityarXiv:2504.07086Andreas Hochlehnert, Hardik Bhatnagar, Vishaal Udandarao, et al.2025 · 36 citations
12. Automatic Dense Annotation of Large-Vocabulary Sign Language Videos ↗Lecture notes in computer science · no summary yetLiliane Momeni et al.2022 · 27 citations
13. Scaling Up Sign Spotting Through Sign Language Dictionaries ↗International Journal of Computer Vision · no summary yetGül Varol et al.2022 · 24 citations
14. Watch, Read and Lookup: Learning to Spot Signs from Multiple Supervisors ↗Lecture notes in computer science · no summary yetLiliane Momeni et al.2021 · 21 citations
15. Weakly-supervised Fingerspelling Recognition in British Sign Language Videos ↗arXiv (Cornell University) · no summary yetK R Prajwal et al.2022 · 12 citations
16. The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) ↗arXiv (Cornell University) · no summary yetSamuel Albanie et al.2020 · 12 citations
17. QUERYD: A Video Dataset with High-Quality Text and Audio Narrations ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetAndreea-Maria Oncescu et al.2021 · 10 citations
18. Disentangled Speech Embeddings Using Cross-Modal Self-Supervision ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetArsha Nagrani et al.2020 · 10 citations
19. A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision ↗arXiv (Cornell University) · no summary yetCharles Raude et al.2024 · 8 citations
20. SeeHear: Signer Diarisation and a New Dataset ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetSamuel Albanie et al.2021 · 6 citations
21. A Sound Approach: Using Large Language Models to Generate Audio Descriptions for Egocentric Text-Audio Retrieval ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetAndreea-Maria Oncescu et al.2024 · 4 citations
22. A Practitioner's Guide to Continual Multimodal Pretraining ↗arXiv (Cornell University) · no summary yetKarsten Roth et al.2024 · 4 citations
23. A Practitioner's Guide to Real-World Continual Multimodal Pretraining ↗neural information processing systems · no summary yetVishaal Udandarao et al.2024 · 4 citations
24. SLRTP 2020: The Sign Language Recognition, Translation & Production Workshop ↗Lecture notes in computer science · no summary yetNecati 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 ↗IEEE SIGPORT · no summary yetAndreea-Maria Oncescu et al.2024

🤝 Co-authors here

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

• Ameya Prabhu
• Andreas Hochlehnert
• Chang Xu
• Chen Qian
• Fei Wang
• Matthias Bethge
• 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
• 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 →.

Updated 3 November 2026

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