no code implementations • 5 Sep 2022 • Xiaoyu Feng, Heming Du, Yueqi Duan, Yongpan Liu, Hehe Fan
Effectively preserving and encoding structure features from objects in irregular and sparse LiDAR points is a key challenge to 3D object detection on point cloud.
no code implementations • 7 Jun 2020 • Xiaoyu Feng, Zhuqing Yuan, Guijin Wang, Yongpan Liu
For example, the model is first pruned on the cloud and then transferred from cloud to end by UDA.
2 code implementations • 23 Mar 2019 • Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang
A recent work developed a systematic frame-work of DNN weight pruning using the advanced optimization technique ADMM (Alternating Direction Methods of Multipliers), achieving one of state-of-art in weight pruning results.