--- title: "Nicolas Papernot — author profile and papers in our library" description: "Nicolas Papernot, University of Toronto: 2 papers on Elamur Research (2023–2024), h-index 48 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/nicolas-papernot/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nicolas-papernot/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nicolas Papernot # Nicolas Papernot Nicolas Papernot has 2 papers in our library, in 2023–2024; often with [Ilia Shumailov](https://md.research.elamur.ai/free/en/authors/ilia-shumailov/), [Ross Anderson](https://md.research.elamur.ai/free/en/authors/ross-anderson/), [Yarin Gal](https://md.research.elamur.ai/free/en/authors/yarin-gal/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5018809423) · [ORCID](https://orcid.org/0000-0001-5078-7233) · [Wikidata](https://www.wikidata.org/wiki/Q115781242) · [**h-index 48**](https://openalex.org/authors/A5018809423) · [214 works](https://openalex.org/works?filter=author.id:A5018809423) · [24,304 citations](https://openalex.org/works?filter=author.id:A5018809423&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/nicolas-papernot/#papers) · [🔗 Cited 318 times in our library](https://md.research.elamur.ai/free/en/authors/nicolas-papernot/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2501](https://md.research.elamur.ai/free/en/paper-stars/page/26/#star-2501) 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=Nicolas+Papernot) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nicolas+Papernot) · [dblp](https://dblp.org/search?q=Nicolas+Papernot) · [ACL Anthology](https://aclanthology.org/search/?q=Nicolas+Papernot) ## Affiliations [🎓**University of Toronto** Toronto · Canada 2019–2026 · 96 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) · [🔬**Vector Institute** Toronto · Canada 2019–2026 · 80 papersEmployment since 2019*current*](https://md.research.elamur.ai/free/en/labs/vector-institute/) · [🎓**Pennsylvania State University** State College · United States 2014–2019 · 20 papersEducation 2014–2016Education 2016–2018](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🏢**Google** Mountain View · United States 2018–2024 · 18 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**University of Cambridge** Cambridge · United Kingdom 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**École Centrale de Lyon** Écully · France 2012–2016Education 2012–2016](https://ror.org/05s6rge65) · [🎓**Lycée Louis-le-Grand** Paris · France 2010–2012Education 2010–2012](https://ror.org/0395sep02) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 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 9 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/nicolas-papernot/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/nicolas-papernot/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[AI models collapse when trained on recursively generated data](https://md.research.elamur.ai/free/en/papers/shumailov-2024-ai-models-collapse-trained-recursively/)** *(2024 · 863 citations)* The paper examines what happens to generative models once their own outputs make up much of the web data used to train their successors. 2. **[The Curse of Recursion: Training on Generated Data Makes Models Forget](https://md.research.elamur.ai/free/en/papers/shumailov-2023-curse-recursion-training-generated-data/)** *(2023 · 255 citations)* Generative models are increasingly filling the web with text and images, so future models will likely be trained partly on their predecessors' output. ## All works 5 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. **[AI models collapse when trained on recursively generated data](https://md.research.elamur.ai/free/en/papers/shumailov-2024-ai-models-collapse-trained-recursively/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.*2024 · 863 citations* 2. **[MixMatch: A Holistic Approach to Semi-Supervised Learning ↗](https://arxiv.org/abs/1905.02249) arXiv (Cornell University) · no summary yet**David Berthelot et al.*2019 · 666 citations* 3. [**The Curse of Recursion: Training on Generated Data Makes Models Forget arXiv:2305.17493**Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.*2023 · 255 citations*](https://md.research.elamur.ai/free/en/papers/shumailov-2023-curse-recursion-training-generated-data/) 4. **[Tempered Sigmoid Activations for Deep Learning with Differential Privacy ↗](https://doi.org/10.1609/aaai.v35i10.17123) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Nicolas Papernot et al.*2021 · 104 citations* 5. **[Language Models May Verbatim Complete Text They Were Not Explicitly Trained On ↗](https://arxiv.org/abs/2503.17514) arXiv (Cornell University) · no summary yet**Ken Ziyu Liu et al.*2025 · 3 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Ilia Shumailov](https://md.research.elamur.ai/free/en/authors/ilia-shumailov/) ×2 - [Ross Anderson](https://md.research.elamur.ai/free/en/authors/ross-anderson/) ×2 - [Yarin Gal](https://md.research.elamur.ai/free/en/authors/yarin-gal/) ×2 - [Yiren Zhao](https://md.research.elamur.ai/free/en/authors/yiren-zhao/) ×2 - [Zakhar Shumaylov](https://md.research.elamur.ai/free/en/authors/zakhar-shumaylov/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Nature](https://md.research.elamur.ai/free/en/venues/nature/): [Nature 2024](https://md.research.elamur.ai/free/en/venues/nature/2024/) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 318 times (of the 149,439 papers whose bibliographies we read); [64 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/nicolas-papernot/cited-by/). Updated 2 November 2026