基本信息
浏览量:174
职业迁徙
个人简介
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.
研究兴趣
论文共 11 篇作者统计合作学者相似作者
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arXiv (Cornell University) (2023)
引用85浏览0EI引用
85
0
Wojciech Sirko,Sergii Kashubin,Marvin Ritter,Abigail Annkah, Yasser Salah Edine Bouchareb,Yann Dauphin,Daniel Keysers,Maxim Neumann,Moustapha Cisse,John Quinn
arxiv(2021)
引用7浏览0EI引用
7
0
ICML (2019): 4183-4192
2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)pp.12146-12155, (2019)
user-5ef9583f4c775ed682ecca0f(2016)
引用0浏览0引用
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