An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations

28 Nov 2017Mengjiao WangZhixin ShuShiyang ChengYannis PanagakisDimitris SamarasStefanos Zafeiriou

Several factors contribute to the appearance of an object in a visual scene, including pose, illumination, and deformation, among others. Each factor accounts for a source of variability in the data, while the multiplicative interactions of these factors emulate the entangled variability, giving rise to the rich structure of visual object appearance... (read more)

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