基本信息
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Bio
Currently:
Tech Lead Manager for a team tacking challenges around performance, reproducibility and flexibility in
data ingestion for Machine Learning and large models.
Past:
- Building detection from satellite imagery: Engineering Lead on the project. Developped a new model for mapping buildings from satellite imagery,
deployed in production and published the Open Building dataset.
- Research Engineer in Brain: Research on representation learning from vision. Worked on scaling up models, self-supervised GANs
and learning from videos. Expert for TPUs and TensorFlow/JAX.
- On-device music recognition : Part of the team that developed the Now Playing feature on Pixel phones, the first low-power on-device
music recognition. Worked on data collection and model improvements.
Tech Lead Manager for a team tacking challenges around performance, reproducibility and flexibility in
data ingestion for Machine Learning and large models.
Past:
- Building detection from satellite imagery: Engineering Lead on the project. Developped a new model for mapping buildings from satellite imagery,
deployed in production and published the Open Building dataset.
- Research Engineer in Brain: Research on representation learning from vision. Worked on scaling up models, self-supervised GANs
and learning from videos. Expert for TPUs and TensorFlow/JAX.
- On-device music recognition : Part of the team that developed the Now Playing feature on Pixel phones, the first low-power on-device
music recognition. Worked on data collection and model improvements.
Research Interests
Papers共 14 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
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主题
期刊级别
合作者
合作机构
Gemini Team, Petko Georgiev, Ving Ian Lei,Ryan Burnell, Libin Bai, Anmol Gulati, Garrett Tanzer, Damien Vincent, Zhufeng Pan, Shibo Wang, Soroosh Mariooryad, Yifan Ding,
arxiv(2024)
Cited0Views0Bibtex
0
0
arXiv (Cornell University) (2023)
arXiv (Cornell University) (2022)
Wojciech Sirko,Sergii Kashubin,Marvin Ritter,Abigail Annkah, Yasser Salah Edine Bouchareb,Yann Dauphin,Daniel Keysers,Maxim Neumann,Moustapha Cisse,John Quinn
ArXiv (2021)
Cited7Views0EIBibtex
7
0
CVPR (2020): 13803-13812
ICML (2019): 4183-4192
2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)pp.12146-12155, (2019)
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