Tom Duerig
Tom Duerig is a Software engineer and manager within Perception's Media Understanding group in Google Research. Before joining Perception, he worked on Image Search both on image content understanding for ranking and Reverse Image Search. From 2007 to 2009 he was a full-stack engineer on Google's Custom Search Engines. He received a master's degree from UC San Diego where he studied high performance computing and computer vision and a Bachelor's degree in Computer Science from UC Santa Cruz. He is passionate about Computer Vision, creative sources of machine learning supervision and high performance large-scale systems.
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Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu Pham
Zhen Li
ICML 2021
Graph-RISE: Graph-Regularized Image Semantic Embedding
Aleksei Timofeev
Futang Peng
Krishnamurthy Viswanathan
Lucy Gao
Sujith Ravi
Yi-ting Chen
Zhen Li
The 12th International Conference on Web Search and Data Mining (2020) (to appear)
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
Mohamad Hassan Mohamad Rom
Neil Alldrin
Ivan Krasin
Matteo Malloci
Alexander Kolesnikov
Vittorio Ferrari
IJCV (2020) (to appear)
The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition
Andrew Howard
Alexander Toshev
James Philbin
Li Fei-Fei
Computer Vision and Pattern Recognition (2016)
