26 citations · 31 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 2 cited
SEFormer: Structure Embedding Transformer for 3D Object Detection
Xiaoyu Feng, Heming Du, Yueqi Duan +2
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. Recently, Transfo…
cs.CV2020★ 3 cited
ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression
Xiaoyu Feng, Zhuqing Yuan, Guijin Wang +1
Despite the recent progress of network pruning, directly applying it to the Internet of Things (IoT) applications still faces two challenges, i.e. the distribution divergence betwe…
cs.NE2019★ 26 cited
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
Shaokai Ye, Xiaoyu Feng, Tianyun Zhang +11
Weight pruning and weight quantization are two important categories of DNN model compression. Prior work on these techniques are mainly based on heuristics. A recent work developed…