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Hierarchical Adversarially Learned Inference

ICLR 2018 • Mohamed Ishmael Belghazi • Sai Rajeswar • Olivier Mastropietro • Negar Rostamzadeh • Jovana Mitrovic • Aaron Courville

We propose a novel hierarchical generative model with a simple Markovian structure and a corresponding inference model. Both the generative and inference model are trained using the adversarial learning paradigm... (read more)

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HIERARCHICAL STRUCTURE

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COCO

CIFAR-10

CelebA

SVHN

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