3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 3 cited
ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data
Ulyana Tkachenko, Aditya Thyagarajan, Jonas Mueller
Despite powering sensitive systems like autonomous vehicles, object detection remains fairly brittle in part due to annotation errors that plague most real-world training datasets.…
cs.LG2022★ 2 cited
Identifying Incorrect Annotations in Multi-Label Classification Data
Aditya Thyagarajan, Elías Snorrason, Curtis Northcutt +1
In multi-label classification, each example in a dataset may be annotated as belonging to one or more classes (or none of the classes). Example applications include image (or docum…