1.8k citations · 8.6k across the 108 of their papers we have counts for
4 papers · 1 filter
Window-Object Relationship Guided Representation Learning for Generic Object Detections
Xingyu Zeng, Wanli Ouyang, Xiaogang Wang
In existing works that learn representation for object detection, the relationship between a candidate window and the ground truth bounding box of an object is simplified by thresh…
Sparsifying Neural Network Connections for Face Recognition
Yi Sun, Xiaogang Wang, Xiaoou Tang
This paper proposes to learn high-performance deep ConvNets with sparse neural connections, referred to as sparse ConvNets, for face recognition. The sparse ConvNets are learned in…
Convolutional neural networks with low-rank regularization
Cheng Tai, Tong Xiao, Yi Zhang +2
Large CNNs have delivered impressive performance in various computer vision applications. But the storage and computation requirements make it problematic for deploying these model…
DeepID3: Face Recognition with Very Deep Neural Networks
Yi Sun, Ding Liang, Xiaogang Wang +1
The state-of-the-art of face recognition has been significantly advanced by the emergence of deep learning. Very deep neural networks recently achieved great success on general obj…