Search Results for author: Denis Baručić

Found 3 papers, 1 papers with code

Learning to segment from object sizes

no code implementations1 Jul 2022 Denis Baručić, Jan Kybic

We propose an algorithm for training a deep segmentation network from a dataset of a few pixel-wise annotated images and many images with known object sizes.

Object Segmentation +1

Fast learning from label proportions with small bags

1 code implementation7 Oct 2021 Denis Baručić, Jan Kybic

In learning from label proportions (LLP), the instances are grouped into bags, and the task is to learn an instance classifier given relative class proportions in training bags.

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