10 citations · 19 across the 5 of their papers we have counts for
5 papers
UDD: Dataset Distillation via Mining Underutilized Regions
Shiguang Wang, Zhongyu Zhang, Jian Cheng
Dataset distillation synthesizes a small dataset such that a model trained on this set approximates the performance of the original dataset. Recent studies on dataset distillation…
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator
Shiguang Wang, Tao Xie, Haijun Liu +2
Channel Pruning is one of the most widespread techniques used to compress deep neural networks while maintaining their performances. Currently, a typical pruning algorithm leverage…
Attention: A Big Surprise for Cross-Domain Person Re-Identification
Haijun Liu, Jian Cheng, Shiguang Wang +1
In this paper, we focus on model generalization and adaptation for cross-domain person re-identification (Re-ID). Unlike existing cross-domain Re-ID methods, leveraging the auxilia…
Temporal Action Detection by Joint Identification-Verification
Wen Wang, Yongjian Wu, Haijun Liu +2
Temporal action detection aims at not only recognizing action category but also detecting start time and end time for each action instance in an untrimmed video. The key challenge…
PCN: Part and Context Information for Pedestrian Detection with CNNs
Shiguang Wang, Jian Cheng, Haijun Liu +1
Pedestrian detection has achieved great improvements in recent years, while complex occlusion handling is still one of the most important problems. To take advantage of the body pa…