[Generative] Improved Precision and Recall Metric for Assessing Generative Models (NIPS'19)

Paper : https://proceedings.neurips.cc/paper_files/paper/2019/file/0234c510bc6d908b28c70ff313743079-Paper.pdfCode : https://github.com/kynkaat/improved-precision-and-recall-metricAuthorsNvidia, NIPS’19Main Idea생성모델에서 생성한 sample들의 coverage와 quality를 측정manifold의 explicit & non-parametric한 표현을 활용해 visualize가 가능한 새로운 metric을 제안Tasks : 2D Image GenerationResults : FFHQ, ImageNet0. Before Start...   a..

2024.10.26