Author

Zhineng Chen

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Perceptual Flow Matching for Few-Step Generative Modeling

Perceptual Flow Matching supervises flow matching in a perceptual feature space using pretrained perceptual models, which substantially improves the few-step generation capability of flow-matching models, reducing the number of sampling steps from 35-50 to 4-8 while preserving generation quality.

Chuyang Zhao, Yifei Song, Hongfa Wang et al. · arXiv.org · 2 citations