Search Results for author: Xiaoyu Feng

Found 3 papers, 1 papers with code

SEFormer: Structure Embedding Transformer for 3D Object Detection

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.

3D Object Detection Autonomous Driving +2

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ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression

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.

Knowledge Distillation Network Pruning +2

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Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM

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.

Model Compression Quantization

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