Dense outlier detection and open-set recognition based on training with noisy negative images

Petra Bevandić, Ivan Krešo, Marin Oršić +1

Deep convolutional models often produce inadequate predictions for inputs foreign to the training distribution. Consequently, the problem of detecting outlier images has recently b…