Reinhard Heckel

Image recognition from raw labels collected without annotators

2019 · arXiv (Cornell University)

Image classification problems are typically addressed by first collecting examples with candidate labels, second cleaning the candidate labels manually, and third training a deep neural network on the clean examples. The manual labeling step is …