Self-supervised Disentanglement of Modality-Specific and Shared Factors Improves Multimodal Generative Models

Imant Daunhawer, Thomas M. Sutter, Ricards Marcinkevics, Julia E. Vogt. Self-supervised Disentanglement of Modality-Specific and Shared Factors Improves Multimodal Generative Models. 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 459-473, Springer, 2020. [doi]

Abstract

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