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cs.LG2022★ 1 cited
DNN Training Acceleration via Exploring GPGPU Friendly Sparsity
Zhuoran Song, Yihong Xu, Han Li +3
The training phases of Deep neural network~(DNN) consumes enormous processing time and energy. Compression techniques utilizing the sparsity of DNNs can effectively accelerate the…
cs.CV2022
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds
Chuanyu Luo, Xiaohan Li, Nuo Cheng +3
Semantic segmentation of 3D point cloud is an essential task for autonomous driving environment perception. The pipeline of most pointwise point cloud semantic segmentation methods…