20 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.HC2017
Scalable Annotation of Fine-Grained Categories Without Experts
Timnit Gebru, Jonathan Krause, Jia Deng +1
We present a crowdsourcing workflow to collect image annotations for visually similar synthetic categories without requiring experts. In animals, there is a direct link between tax…
cs.CV2017★ 20 cited
Fine-Grained Car Detection for Visual Census Estimation
Timnit Gebru, Jonathan Krause, Yilun Wang +3
Targeted socioeconomic policies require an accurate understanding of a country's demographic makeup. To that end, the United States spends more than 1 billion dollars a year gather…
cs.CV2017★ 8 cited
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach
Timnit Gebru, Judy Hoffman, Li Fei-Fei
While fine-grained object recognition is an important problem in computer vision, current models are unlikely to accurately classify objects in the wild. These fully supervised mod…