Improving Training and Inference of Face Recognition Models via Random Temperature Scaling

no code implementations • 2 Dec 2022 • Lei Shang, Mouxiao Huang, Wu Shi, Yuchen Liu, Yang Liu, Fei Wang, Baigui Sun, Xuansong Xie, Yu Qiao

Intuitively, FR algorithms can benefit from both the estimation of uncertainty and the detection of out-of-distribution (OOD) samples.

Face Recognition Out of Distribution (OOD) Detection

GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors

no code implementations • CVPR 2022 • Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong

The style modulation aims to generate realistic face details and the feature modulation dynamically fuses the multi-level encoded features and the generated ones conditioned on the upscaling factor.

Face Hallucination Hallucination +1

Fast Texture Synthesis via Pseudo Optimizer

no code implementations • CVPR 2020 • Wu Shi, Yu Qiao

The proposed method can synthesize images with better quality and diversity than the other fast synthesis methods do.

Texture Synthesis

Learning to Synthesize Fashion Textures

no code implementations • 18 Nov 2019 • Wu Shi, Tak-Wai Hui, Ziwei Liu, Dahua Lin, Chen Change Loy

Another important observation is that fashion textures are multi-modal.