Ivan Krešo

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

2021 · arXiv (Cornell University)

Deep convolutional models often produce inadequate predictions for inputs foreign to the training distribution. Consequently, the problem of detecting outlier images has recently been receiving a lot of attention. Unlike most previous work, we address …