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StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks
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StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
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Improving GANs Using Optimal Transport We present Optimal Transport GAN (OT-GAN), a variant of generative adversarial nets minimizing a new metric measuring the distance between the generator distribution and the data distribution |
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Improved Human Pose Estimation through Adversarial Data Augmentation Deep models are usually trained in a two-phase paradigm, where data collection and network training are separated. This may not be efficient since data collection is blind to network training. |