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Domain Adaptive Video Segmentation via Temporal Consistency Regularization


Jul 23, 2021
Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

* Accepted to ICCV 2021. Code is available at https://github.com/Dayan-Guan/DA-VSN 

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SynLiDAR: Learning From Synthetic LiDAR Sequential Point Cloud for Semantic Segmentation


Jul 12, 2021
Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu


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Category Contrast for Unsupervised Domain Adaptation in Visual Tasks


Jun 08, 2021
Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao


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RDA: Robust Domain Adaptation via Fourier Adversarial Attacking


Jun 05, 2021
Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu


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Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment


Jun 05, 2021
Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu


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MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation


Mar 24, 2021
Jiaxing Huang, Dayan Guan, Shijian Lu, Aoran Xiao

* Submitted to PR 

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Cross-View Regularization for Domain Adaptive Panoptic Segmentation


Mar 03, 2021
Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

* Accepted to CVPR 2021 as an Oral Presentation 

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FSDR: Frequency Space Domain Randomization for Domain Generalization


Mar 03, 2021
Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

* Accepted to CVPR2021 

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FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation


Mar 01, 2021
Aoran Xiao, Xiaofei Yang, Shijian Lu, Dayan Guan, Jiaxing Huang

* 20 pages, 7 figures 

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Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection


Feb 27, 2021
Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu, Yanpeng Cao


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Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation


Jul 15, 2020
Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang

* Accepted to ECCV 2020 

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Unsupervised Domain Adaptation for Multispectral Pedestrian Detection


Apr 07, 2019
Dayan Guan, Xing Luo, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, George Vosselman, Michael Ying Yang


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Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection


Feb 14, 2019
Yanpeng Cao, Dayan Guan, Yulun Wu, Jiangxin Yang, Yanlong Cao, Michael Ying Yang


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Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection


Feb 27, 2018
Dayan Guan, Yanpeng Cao, Jun Liang, Yanlong Cao, Michael Ying Yang


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