Author

Yuan Luo

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2026

Benchmarking GAN Inversion Encoders for High-Fidelity Reconstruction of Ulcerative Colitis Images

This study benchmarks colonoscopy image reconstruction. We introduce a Latent Bank method to improve standard encoders, but High-Fidelity GAN Inversion achieves superior quality (FID = 22.12, MS-SSIM > 0.91), proving the best for colonoscopy images.

Vu Quang Huy Tran, C. Angelina, S. Vyas et al. · Digital Holography and 3-D I... · 0 citations