256 citations · 610 across the 14 of their papers we have counts for
4 papers · 1 filter
Illuminating Pedestrians via Simultaneous Detection & Segmentation
Garrick Brazil, Xi Yin, Xiaoming Liu
Pedestrian detection is a critical problem in computer vision with significant impact on safety in urban autonomous driving. In this work, we explore how semantic segmentation can…
Representation Learning by Rotating Your Faces
Luan Tran, Xi Yin, Xiaoming Liu
The large pose discrepancy between two face images is one of the fundamental challenges in automatic face recognition. Conventional approaches to pose-invariant face recognition ei…
Towards Large-Pose Face Frontalization in the Wild
Xi Yin, Xiang Yu, Kihyuk Sohn +2
Despite recent advances in face recognition using deep learning, severe accuracy drops are observed for large pose variations in unconstrained environments. Learning pose-invariant…
Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition
Xi Yin, Xiaoming Liu
This paper explores multi-task learning (MTL) for face recognition. We answer the questions of how and why MTL can improve the face recognition performance. First, we propose a mul…