113 citations · 115 across the 2 of their papers we have counts for
2 papers
cs.CV2019★ 2 cited
Fine-Grained Object Detection over Scientific Document Images with Region Embeddings
Ankur Goswami, Joshua McGrath, Shanan Peters +1
We study the problem of object detection over scanned images of scientific documents. We consider images that contain objects of varying aspect ratios and sizes and range from coar…
cs.DB2019★ 113 cited
HoloDetect: Few-Shot Learning for Error Detection
Alireza Heidari, Joshua McGrath, Ihab F. Ilyas +1
We introduce a few-shot learning framework for error detection. We show that data augmentation (a form of weak supervision) is key to training high-quality, ML-based error detectio…