Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 Nov 2015Alec RadfordLuke MetzSoumith Chintala

In recent years, supervised learning with convolutional networks (CNNs) has seen huge adoption in computer vision applications. Comparatively, unsupervised learning with CNNs has received less attention... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Conditional Image Generation CIFAR-10 DCGAN Inception score 6.58 # 9