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Researcher · Academic

Pascal Vincent

PV

Professor at Université de MontréalResearcher, FAIR at Meta

Vincent introduced denoising autoencoders, which learn useful patterns by reconstructing clean data from damaged examples. The idea became influential in teaching AI to form useful internal representations and helped inspire later image generators that learn by removing noise.

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Background

Current roles
Researcher, FAIR
About this data

Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.

Last editorial review: August 24, 2026

Citation Trend

4 snapshots
Citation history from Aug 25, '25 to Jul 1, '2688,59784,79180,984Aug 25, '25Jun 1, '26Jun 15, '26Jul 1, '26
88,597citations as of Jul 1, '26+545 since Jun 15, '26
For today’s citation count and citations per paper, visit Google Scholar.