MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation

Unpaired multimodal image-to-image translation is a task of translating a given image in a source domain into diverse images in the target domain, overcoming the limitation of one-to-one mapping. Existing multimodal translation models are mainly based on the disentangled representations with an imag...

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Veröffentlicht in:	arXiv.org 2019-02
Hauptverfasser:	Sanghyeon Na, Yoo, Seungjoo, Choo, Jaegul
Format:	Artikel
Sprache:	eng
Schlagworte:	Conditioning Image reconstruction Information theory Mapping Random variables Representations State of the art Target recognition
Online-Zugang:	Volltext
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