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    Chapter and Conference Paper

    Information-Bottleneck Approach to Salient Region Discovery

    We propose a new method for learning image attention masks in a semi-supervised setting based on the Information Bottleneck principle. Provided with a set of labeled images, the mask generation model is minimi...

    Andrey Zhmoginov, Ian Fischer, Mark Sandler in Machine Learning and Knowledge Discovery i… (2021)