57 citations · 133 across the 10 of their papers we have counts for
3 papers · 1 filter
Benchmarking a Benchmark: How Reliable is MS-COCO?
Eric Zimmermann, Justin Szeto, Jerome Pasquero +1
Benchmark datasets are used to profile and compare algorithms across a variety of tasks, ranging from image classification to segmentation, and also play a large role in image pret…
An Empirical Study of Uncertainty in Polygon Annotation and the Impact of Quality Assurance
Eric Zimmermann, Justin Szeto, Frederic Ratle
Polygons are a common annotation format used for quickly annotating objects in instance segmentation tasks. However, many real-world annotation projects request near pixel-perfect…
Virchow: A Million-Slide Digital Pathology Foundation Model
Eugene Vorontsov, Alican Bozkurt, Adam Casson +28
The use of artificial intelligence to enable precision medicine and decision support systems through the analysis of pathology images has the potential to revolutionize the diagnos…