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Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency


Jul 23, 2021
Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu


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WaveFill: A Wavelet-based Generation Network for Image Inpainting


Jul 23, 2021
Yingchen Yu, Fangneng Zhan, Shijian Lu, Jianxiong Pan, Feiying Ma, Xuansong Xie, Chunyan Miao

* 10 pages, 7 figures 

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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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FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition


Jul 07, 2021
Kaiwen Cui, Gongjie Zhang, Fangneng Zhan, Jiaxing Huang, Shijian Lu


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Bi-level Feature Alignment for Versatile Image Translation and Manipulation


Jul 07, 2021
Fangneng Zhan, Yingchen Yu, Rongliang Wu, Kaiwen Cui, Aoran Xiao, Shijian Lu, Ling Shao

* Submitted to TPAMI 

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Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification


Jul 06, 2021
Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang


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Blind Image Super-Resolution via Contrastive Representation Learning


Jul 01, 2021
Jiahui Zhang, Shijian Lu, Fangneng Zhan, Yingchen Yu


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Sparse Needlets for Lighting Estimation with Spherical Transport Loss


Jun 24, 2021
Fangneng Zhan, Changgong Zhang, Wenbo Hu, Shijian Lu, Feiying Ma, Xuansong Xie, Ling Shao

* 11 pages, 7 figures 

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Unbalanced Feature Transport for Exemplar-based Image Translation


Jun 19, 2021
Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, Chunyan Miao

* Accepted to CVPR 2021 

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Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification


Jun 16, 2021
Zhipeng Luo, Xiaobing Zhang, Shijian Lu, Shuai Yi


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Spectral Unsupervised Domain Adaptation for Visual Recognition


Jun 11, 2021
Jingyi Zhang, Jiaxing Huang, 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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I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition


May 18, 2021
Chuhui Xue, Shijian Lu, Song Bai, Wenqing Zhang, Changhu Wang


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Diverse Image Inpainting with Bidirectional and Autoregressive Transformers


Apr 30, 2021
Yingchen Yu, Fangneng Zhan, Rongliang Wu, Jianxiong Pan, Kaiwen Cui, Shijian Lu, Feiying Ma, Xuansong Xie, Chunyan Miao

* Major revison needed 

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DA-DETR: Domain Adaptive Detection Transformer by Hybrid Attention


Mar 31, 2021
Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Shijian Lu


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Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection


Mar 28, 2021
Gongjie Zhang, Kaiwen Cui, Tzu-Yi Hung, Shijian Lu

* Codes will not be released due to confidentiality agreement. Published on WACV 2021. (https://openaccess.thecvf.com/content/WACV2021/papers/Zhang_Defect-GAN_High-Fidelity_Defect_Synthesis_for_Automated_Defect_Inspection_WACV_2021_paper.pdf

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Meta-DETR: Few-Shot Object Detection via Unified Image-Level Meta-Learning


Mar 25, 2021
Gongjie Zhang, Zhipeng Luo, Kaiwen Cui, Shijian Lu

* Codes and data will be made publicly available in the future 

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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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Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links


Mar 01, 2021
Chuhui Xue, Shijian Lu, Steven Hoi


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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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GMLight: Lighting Estimation via Geometric Distribution Approximation


Feb 20, 2021
Fangneng Zhan, Yingchen Yu, Rongliang Wu, Changgong Zhang, Shijian Lu, Ling Shao, Feiying Ma, Xuansong Xie

* 12 pages, 11 figures. arXiv admin note: text overlap with arXiv:2012.11116 

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EMLight: Lighting Estimation via Spherical Distribution Approximation


Dec 21, 2020
Fangneng Zhan, Changgong Zhang, Yingchen Yu, Yuan Chang, Shijian Lu, Feiying Ma, Xuansong Xie

* Accepted to AAAI 2021 

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