1 code implementation • 6 Jun 2021 • Ching-Yuan Bai, Hsuan-Tien Lin, Colin Raffel, Wendy Chih-wen Kan
Many recent developments on generative models for natural images have relied on heuristically-motivated metrics that can be easily gamed by memorizing a small sample from the true distribution or training a model directly to improve the metric.
no code implementations • 1 Jan 2021 • Ching-Yuan Bai, Hsuan-Tien Lin, Colin Raffel, Wendy Kan
Many recent developments on generative models for natural images have relied on heuristically-motivated metrics that can be easily gamed by memorizing a small sample from the true distribution or training a model directly to improve the metric.
1 code implementation • 25 Sep 2019 • Ching-Yuan Bai, Buo-Fu Chen, Hsuan-Tien Lin
In addition, the human-driven nature of such an approach makes it difficult to reproduce and benchmark prediction models.