Agnieszka Grabska BarwińskaSenior Research Scientist · Google DeepMindResearcher↗
Researcher
Google DeepMindResearch Scientist
Mirza co-authored the original generative adversarial networks paper, in which one model learns to create data by trying to fool another.[1] With Simon Osindero, he introduced conditional GANs, letting users guide what a model generates—for example, requesting a particular digit or image category.[2]
Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
GANs pit two networks against each other: one creates examples while the other learns to spot fakes.
Mirza co-authored the original generative adversarial networks paper, in which one model learns to create data by trying to fool another.
With Simon Osindero, he introduced conditional GANs, letting users guide what a model generates—for example, requesting a particular digit or image category.
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Reviewed August 7, 2026 · Checked for accuracy and new information.