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POS-BERT: Point Cloud One-Stage BERT Pre-Training


Apr 03, 2022
Kexue Fu, Peng Gao, ShaoLei Liu, Renrui Zhang, Yu Qiao, Manning Wang


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Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning


Feb 09, 2022
Kexue Fu, Peng Gao, Renrui Zhang, Hongsheng Li, Yu Qiao, Manning Wang


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TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning


Jan 19, 2022
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song


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


Dec 22, 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

* 15 pages, 13 figures, ICCV2021 Workshop Technique Report, the codebase webpage: https://github.com/paul007pl/MVP_Benchmark 

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TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning


Dec 15, 2021
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song

* Accepted by the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022) 

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Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation


May 12, 2021
Hu Cao, Yueyue Wang, Joy Chen, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian, Manning Wang

* a drafted manuscript 

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A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds


Apr 12, 2021
Xiaoyuan Luo, Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song

* 10 pages, 4 figures, 5 tables 

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Robust Point Cloud Registration Framework Based on Deep Graph Matching


Mar 07, 2021
Kexue Fu, Shaolei Liu, Xiaoyuan Luo, Manning Wang

* Accepted to CVPR 2021. The code will be made publicly available at https://github.com/fukexue/RGM 

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WaveFuse: A Unified Deep Framework for Image Fusion with Discrete Wavelet Transform


Sep 03, 2020
Shaolei Liu, Zhijian Song, Manning Wang

* 12 pages,11 figures,5 tables 

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WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform


Jul 28, 2020
Shaolei Liu, Zhijian Song, Manning Wang

* 12 pages,10 figures,4 tables 

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A Novel Method for the Absolute Pose Problem with Pairwise Constraints


Mar 28, 2019
Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois Knoll

* 10 pages, 7figures 

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Fast and Globally Optimal Rigid Registration of 3D Point Sets by Transformation Decomposition


Jan 05, 2019
Xuechen Li, Yinlong Liu, Yiru Wang, Chen Wang, Manning Wang, Zhijian Song

* 17pages, 16 figures and 6 tables 

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Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net


Aug 25, 2018
Yueyue Wang, Liang Zhao, Zhijian Song, Manning Wang


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