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Shin’ichi Satoh

2 accepted papers

2023

Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation

CVPR 2023poster

Human evaluation is critical for validating the performance of text-to-image generative models, as this highly cognitive process requires deep comprehension of text and images. However, our survey of 37 recent papers reveals that many works rely solely on automatic measures (e.g., FID) or perform po…

2020

Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes

ECCV 2020poster

Completing a corrupted image with correct structures and reasonable textures for a mixed scene remains an elusive challenge. Since the missing hole in a mixed scene of a corrupted image often contains various semantic information, conventional two-stage approaches utilizing structural information of…

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