Yijun Luo — accepted AI-conference papers

2021

Humble Teachers Teach Better Students for Semi-Supervised Object Detection

Yihe Tang, Weifeng Chen, Yijun Luo, Yuting Zhang

CVPR 2021poster

We propose a semi-supervised approach for contemporary object detectors following the teacher-student dual model framework. Our method is featured with 1) the exponential moving averaging strategy to update the teacher from the student online, 2) using plenty of region proposals and soft pseudo-labe…

Cited by 221 PDF ↗Scholar ↗

2018

Unsupervised Discovery of Object Landmarks as Structural Representations

Yuting Zhang, Yijie Guo, Yixin Jin, Yijun Luo, Zhiyuan He, Honglak Lee

CVPR 2018poster

Deep neural networks can model images with rich latent representations, but they cannot naturally conceptualize structures of object categories in a human-perceptible way. This paper addresses the problem of learning object structures in an image modeling process without supervision. We propose an a…

Cited by 232 Source ↗PDF ↗Scholar ↗