Zakhar Shumaylov
Zakhar Shumaylov has 2 papers in our library, in 2023–2024; often with Ilia Shumailov, Nicolas Papernot, Ross Anderson.
OpenAlex · ORCID · h-index 6 · 24 works · 967 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 206 times in our library · ⭐ Paper Stars ranking: #2503
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSocial Sciences · 1 workInformation Systems and Management · 1 workDecision Sciences · 1 workMathematics · 1 work
Works by year
2020s
Papers
- AI models collapse when trained on recursively generated data (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. - The Curse of Recursion: Training on Generated Data Makes Models Forget (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.
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