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Shijian Lu

Nanyang Technological University

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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Adversarial Image Composition with Auxiliary Illumination


Sep 17, 2020
Fangneng Zhan, Shijian Lu, Changgong Zhang, Feiying Ma, Xuansong Xie

* Accepted to ACCV 2020 

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LEED: Label-Free Expression Editing via Disentanglement


Jul 17, 2020
Rongliang Wu, Shijian Lu

* Accepted to ECCV 2020 

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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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Towards Realistic 3D Embedding via View Alignment


Jul 14, 2020
Fangneng Zhan, Shijian Lu, Changgong Zhang, Feiying Ma, Xuansong Xie

* 12 pages, 7 figures 

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Multiple Expert Brainstorming for Domain Adaptive Person Re-identification


Jul 13, 2020
Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian

* Accepted by ECCV'20 

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A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification


Jul 03, 2020
Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang

* Accepted by IJCAI2020 

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AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification


Apr 23, 2020
Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen, Rongrong Ji, Yonghong Tian

* Accepted by CVPR'20 

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Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses


Mar 25, 2020
Rongliang Wu, Gongjie Zhang, Shijian Lu, Tao Chen

* Accepted to CVPR 2020 

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Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection


Mar 22, 2020
Zongxian Li, Qixiang Ye, Chong Zhang, Jingjing Liu, Shijian Lu, Yonghong Tian


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Suppressing Uncertainties for Large-Scale Facial Expression Recognition


Mar 06, 2020
Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao

* This manuscript has been accepted by CVPR2020 

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ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard


Dec 20, 2019
Xi Liu, Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao, Mingkun Yang, Xiang Bai, Baoguang Shi, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar

* International Conference on Document Analysis and Recognition, 2019 

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