19 citations · 38 across the 5 of their papers we have counts for
5 papers
Improved Pillar with Fine-grained Feature for 3D Object Detection
Jiahui Fu, Guanghui Ren, Yunpeng Chen +1
3D object detection with LiDAR point clouds plays an important role in autonomous driving perception module that requires high speed, stability and accuracy. However, the existing…
Human-centric Relation Segmentation: Dataset and Solution
Si Liu, Zitian Wang, Yulu Gao +5
Vision and language understanding techniques have achieved remarkable progress, but currently it is still difficult to well handle problems involving very fine-grained details. For…
Video Relation Detection with Trajectory-aware Multi-modal Features
Wentao Xie, Guanghui Ren, Si Liu
Video relation detection problem refers to the detection of the relationship between different objects in videos, such as spatial relationship and action relationship. In this pape…
ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition
Weidong Shi, Guanghui Ren, Yunpeng Chen +1
Knowledge Distillation (KD) refers to transferring knowledge from a large model to a smaller one, which is widely used to enhance model performance in machine learning. It tries to…
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation
Si Liu, Yao Sun, Defa Zhu +4
Human parsing has been extensively studied recently due to its wide applications in many important scenarios. Mainstream fashion parsing models focus on parsing the high-resolution…