James MartensResearch Scientist · Google DeepMindResearcher↗
Researcher
Yann Dauphin
Google DeepMindResearch Scientist
Dauphin introduced techniques that became standard building blocks in deep learning. Gated Linear Units improved how information flows through sequence models, Mixup made models more robust by training on blended examples, and top-k sampling helped control the quality of generated text.
Career & education
Current role
Google DeepMindJan 2019-presentResearch Scientist
Google DeepMindJan 2019-presentPreviously
Meta2015-2019Research Scientist
Meta2015-2019Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
Citation Trend
Total citations to scholarly work, including research papers, technical reports, books and theses, as recorded by Google Scholar. Each point is a dated snapshot.
citations51,469As of Oct 21, '26
Updates 1
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Reviewed August 4, 2026 · Checked for accuracy and new information.
Polytechnique Montréal
Université de Montréal