Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results

2 code implementations • 22 Dec 2021 • Liang Pan, Tong Wu, Zhongang Cai, Ziwei Liu, Xumin Yu, Yongming Rao, Jiwen Lu, Jie zhou, Mingye Xu, Xiaoyuan Luo, Kexue Fu, Peng Gao, Manning Wang, Yali Wang, Yu Qiao, Junsheng Zhou, Xin Wen, Peng Xiang, Yu-Shen Liu, Zhizhong Han, Yuanjie Yan, Junyi An, Lifa Zhu, Changwei Lin, Dongrui Liu, Xin Li, Francisco Gómez-Fernández, Qinlong Wang, Yang Yang

Based on the MVP dataset, this paper reports methods and results in the Multi-View Partial Point Cloud Challenge 2021 on Completion and Registration.

3D Reconstruction Point Cloud Completion +2

IC-Network: Efficient Structure for Convolutional Neural Networks

no code implementations • 19 Nov 2019 • Junyi An, Fengshan Liu, Jian Zhao, Furao Shen

We term this structure the "Inter-layer Collision" (IC) structure.

General Classification Image Classification

IC Neuron: An Efficient Unit to Construct Neural Networks

no code implementations • 23 Nov 2020 • Junyi An, Fengshan Liu, Jian Zhao, Furao Shen

We believe that the IC neuron can be a basic unit to build network structures.

IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks

no code implementations • 6 Feb 2021 • Junyi An, Fengshan Liu, Jian Zhao, Furao Shen

Inspired by the elastic collision model in physics, we present a general structure which can be integrated into the existing CNNs to improve their performance.

SASICM A Multi-Task Benchmark For Subtext Recognition

no code implementations • 13 Jun 2021 • Hua Yan, Feng Han, Junyi An, Weikang Xiao, Jian Zhao, Furao Shen

The F1 score of SASICMBERT, whose pretrained model is BERT, is 65. 12%, which is 0. 75% higher than that of SASICMg.