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On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
2024-01-16
· ICLR 2024 poster ·
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Findings
IC-1484
GP-UNIT's FID degrades under noisy inputs in reference-guided mode but paradoxically improves in latent-guided mode
IC-1485
Sketch Transformer's FID degrades from 31.49 to 404.01 under Gaussian noise at the highest tested intensity
IC-1486
HiFaceGAN's FID degrades from 34.83 to 320.41 under Gaussian noise at the highest tested intensity for face super-resolution
IC-1487
CycleGAN's FID degrades from 76.92 to 180.82 under Gaussian noise for horse-to-zebra translation