Dumitru Erhan
Dumitru Erhan is a machine-learning researcher whose work spans visual recognition, neural-network behavior and video generation. He completes a PhD with Yoshua Bengio at the University of Montreal, then works on search ranking at Yahoo Labs before joining Google Brain and the Google Photos team. His papers include Going Deeper with Convolutions, which proposes Inception, and Phenaki, a model for video generation from text prompts. Intriguing properties of neural networks becomes ICLR's 2024 Test of Time runner-up, and Going Deeper with Convolutions receives the 2025 CVPR Longuet-Higgins Prize. As of October 2026, he is a Senior Research Director at Google DeepMind and co-leads Gemini Omni.
- Now at
- Google DeepMind
- Works
- 54
- Citations
- 105,240
- h-index
- 36
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
-
2011
Studying deep networks
He completes a PhD at the University of Montreal with Yoshua Bengio, where he works on understanding deep networks.
-
2011–2012
Ranking Yahoo search
At Yahoo Labs, he works on search ranking in 2011–2012, then moves to Google.
-
2014
Finding fragile predictions
With coauthors, he reports that small, almost imperceptible input changes can make neural networks misclassify images. The paper becomes the runner-up for ICLR's 2024 Test of Time Award.
-
2015
Visual search at Google
He works on Google Brain's visual-understanding effort and spends several years building visual-search models for the early Google Photos team ahead of its 2015 launch.
-
2015
Introducing Inception
He coauthors Going Deeper with Convolutions, which proposes the Inception architecture and evaluates it on ImageNet 2014 classification and detection. CVPR awards the paper the 2025 Longuet-Higgins Prize.
-
2021–2023
Learning from video
His Google Brain research covers video prediction and model-based reinforcement learning. With coauthors, he develops Phenaki, which generates arbitrary-length videos from sequences of text prompts.
-
As of October 2026
Leading generative video research
At Google DeepMind, he is a Senior Research Director and co-leads Gemini Omni. He has also led Veo and Phenaki, with work on generative video foundation models and world models.
Sources and credits
Photo: dumitru.ca; Dumitru Erhan — Google DeepMind; creator not stated. License: Not stated by source. Source: dumitru.ca. Cropped to a square and resized. Ask us to remove or replace this photo.
- APPM Department Colloquium - Dumitru Erhan | Applied Mathematics | University of Colorado Boulder
- Dumitru Erhan — Google DeepMind
- ICLR 2024 Test of Time Award
- Intriguing properties of neural networks
- Dumitru Erhan
- Going Deeper With Convolutions
- IEEE Computer Society Celebrates 2025 Technical Community on Pattern Analysis and Machine Intelligence (TCPAMI) Awardees
- Phenaki: Variable length video generation from open domain textual descriptions