Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations

Max Maria Losch, Mario Fritz, Bernt Schiele. Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. In Zeynep Akata, Andreas Geiger 0001, Torsten Sattler, editors, Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 - October 1, 2020, Proceedings. Volume 12544 of Lecture Notes in Computer Science, pages 15-29, Springer, 2020. [doi]

Abstract

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