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End-to-End Entity Detection with Proposer and Regressor


Oct 19, 2022
Xueru Wen, Changjiang Zhou, Haotian Tang, Luguang Liang, Yu Jiang, Hong Qi

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Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition


Oct 19, 2022
Xueru Wen, Changjiang Zhou, Haotian Tang, Luguang Liang, Yu Jiang, Hong Qi

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BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation


May 26, 2022
Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela Rus, Song Han

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* The first two authors contributed equally to this work. Project page: https://bevfusion.mit.edu 

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PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution


Apr 26, 2022
Zhijian Liu, Haotian Tang, Shengyu Zhao, Kevin Shao, Song Han

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* Journal extension of arXiv:1907.03739 and arXiv:2007.16100 (IEEE TPAMI, 2021). The first two authors contributed equally to this work 

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Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications


Apr 25, 2022
Han Cai, Ji Lin, Yujun Lin, Zhijian Liu, Haotian Tang, Hanrui Wang, Ligeng Zhu, Song Han

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* ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 27, Issue 3, Article 20, Page 1-50, 2021 
* Journal preprint (ACM TODAES, 2021). The first seven authors contributed equally to this work and are listed in the alphabetical order 

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TorchSparse: Efficient Point Cloud Inference Engine


Apr 21, 2022
Haotian Tang, Zhijian Liu, Xiuyu Li, Yujun Lin, Song Han

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* MLSys 2022. The first three authors contributed equally to this work. Project page: https://torchsparse.mit.edu 

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Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution


Aug 13, 2020
Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han

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* ECCV 2020. The first two authors contributed equally to this work. Project page: http://spvnas.mit.edu/ 

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Point-Voxel CNN for Efficient 3D Deep Learning


Jul 08, 2019
Zhijian Liu, Haotian Tang, Yujun Lin, Song Han

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* The first two authors contributed equally to this work 

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