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Privileged Prior Information Distillation for Image Matting


Nov 25, 2022
Cheng Lyu, Jiake Xie, Bo Xu, Cheng Lu, Han Huang, Xin Huang, Ming Wu, Chuang Zhang, Yong Tang

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* 15 pages, 7 figures 

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Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass


Nov 06, 2022
Xin Huang, Jongryool Kim, Bradley Rees, Chul-Ho Lee

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* Accepted by IEEE IISWC 2022 

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P4P: Conflict-Aware Motion Prediction for Planning in Autonomous Driving


Nov 03, 2022
Qiao Sun, Xin Huang, Brian C. Williams, Hang Zhao

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* 7 pages, 4 figures, 3 tables 

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InterSim: Interactive Traffic Simulation via Explicit Relation Modeling


Oct 26, 2022
Qiao Sun, Xin Huang, Brian C. Williams, Hang Zhao

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* Accepted at IROS 2022. Author version with 8 pages, 4 figures, and 2 tables. Code and demo available at paper website: https://tsinghua-mars-lab.github.io/InterSim/ 

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Multi-Agent Chance-Constrained Stochastic Shortest Path with Application to Risk-Aware Intelligent Intersection


Oct 03, 2022
Majid Khonji, Rashid Alyassi, Wolfgang Merkt, Areg Karapetyan, Xin Huang, Sungkweon Hong, Jorge Dias, Brian Williams

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VectorFlow: Combining Images and Vectors for Traffic Occupancy and Flow Prediction


Aug 09, 2022
Xin Huang, Xiaoyu Tian, Junru Gu, Qiao Sun, Hang Zhao

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* Technical report. 5 pages, 1 figure, and 2 tables 

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UniNet: Unified Architecture Search with Convolution, Transformer, and MLP


Jul 12, 2022
Jihao Liu, Xin Huang, Guanglu Song, Yu Liu, Hongsheng Li

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* ECCV 2022, code at https://github.com/Sense-X/UniNet. arXiv admin note: substantial text overlap with arXiv:2110.04035 

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MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning


May 28, 2022
Jihao Liu, Xin Huang, Yu Liu, Hongsheng Li

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* preprint. Code: https://github.com/Sense-X/MixMIM 

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Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis


Apr 01, 2022
Qi Zhang, Xin Huang, Ying Feng, Xue Wang, Hongdong Li, Qing Wang

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M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction


Mar 28, 2022
Qiao Sun, Xin Huang, Junru Gu, Brian C. Williams, Hang Zhao

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* Accepted at CVPR 2022. Author version with 15 pages, 8 figures, and 3 tables. Code and demo available at paper website: https://tsinghua-mars-lab.github.io/M2I/ 

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