10 citations · 18 across the 3 of their papers we have counts for
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cs.CV2020
Objectness-Aware Few-Shot Semantic Segmentation
Yinan Zhao, Brian Price, Scott Cohen +1
Few-shot semantic segmentation models aim to segment images after learning from only a few annotated examples. A key challenge for them is how to avoid overfitting because limited…
cs.CV2020
Assessing Image Quality Issues for Real-World Problems
Tai-Yin Chiu, Yinan Zhao, Danna Gurari
We introduce a new large-scale dataset that links the assessment of image quality issues to two practical vision tasks: image captioning and visual question answering. First, we id…
cs.CV2020
Captioning Images Taken by People Who Are Blind
Danna Gurari, Yinan Zhao, Meng Zhang +1
While an important problem in the vision community is to design algorithms that can automatically caption images, few publicly-available datasets for algorithm development directly…