52 citations · 52 across the 4 of their papers we have counts for
4 papers
Learning Facial Liveness Representation for Domain Generalized Face Anti-spoofing
Zih-Ching Chen, Lin-Hsi Tsao, Chin-Lun Fu +2
Face anti-spoofing (FAS) aims at distinguishing face spoof attacks from the authentic ones, which is typically approached by learning proper models for performing the associated cl…
Domain-Generalized Textured Surface Anomaly Detection
Shang-Fu Chen, Yu-Min Liu, Chia-Ching Lin +2
Anomaly detection aims to identify abnormal data that deviates from the normal ones, while typically requiring a sufficient amount of normal data to train the model for performing…
Representation Decomposition for Image Manipulation and Beyond
Shang-Fu Chen, Jia-Wei Yan, Ya-Fan Su +1
Representation disentanglement aims at learning interpretable features, so that the output can be recovered or manipulated accordingly. While existing works like infoGAN and AC-GAN…
Order-Free RNN with Visual Attention for Multi-Label Classification
Shang-Fu Chen, Yi-Chen Chen, Chih-Kuan Yeh +1
In this paper, we propose the joint learning attention and recurrent neural network (RNN) models for multi-label classification. While approaches based on the use of either model e…