Search Results for author: Hwanil Choi

Found 3 papers, 2 papers with code

Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

1 code implementation17 Jun 2022 Jiyeon Han, Hwanil Choi, Yunjey Choi, Junho Kim, Jung-Woo Ha, Jaesik Choi

In this work, we propose a new evaluation metric, called `rarity score', to measure the individual rarity of each image synthesized by generative models.

Image Generation

Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?

1 code implementation17 Jan 2022 Hwanil Choi, Wonjoon Chang, Jaesik Choi

Even though Generative Adversarial Networks (GANs) have shown a remarkable ability to generate high-quality images, GANs do not always guarantee the generation of photorealistic images.

GAN image forensics Image Generation +2

Automatic Correction of Internal Units in Generative Neural Networks

no code implementations CVPR 2021 Ali Tousi, Haedong Jeong, Jiyeon Han, Hwanil Choi, Jaesik Choi

Generative Adversarial Networks (GANs) have shown satisfactory performance in synthetic image generation by devising complex network structure and adversarial training scheme.

Image Generation

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