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PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation


Aug 16, 2021
Qiqi Gu, Qianyu Zhou, Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma

* Accepted to ICCV 2021. Code is available at https://github.com/sheepooo/PIT-Position-Invariant-Transform 

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Self-Adversarial Disentangling for Specific Domain Adaptation


Aug 11, 2021
Qianyu Zhou, Qiqi Gu, Jiangmiao Pang, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma


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Context-Aware Mixup for Domain Adaptive Semantic Segmentation


Aug 11, 2021
Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma


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Improving Video Instance Segmentation via Temporal Pyramid Routing


Jul 28, 2021
Xiangtai Li, Hao He, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong


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Global Aggregation then Local Distribution for Scene Parsing


Jul 28, 2021
Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang

* Accepted by IEEE-TIP-2021. arXiv admin note: text overlap with arXiv:1909.07229 

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BoundarySqueeze: Image Segmentation as Boundary Squeezing


May 25, 2021
Hao He, Xiangtai Li, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong, Zhengjun Zha, Lubin Weng


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End-to-End Video Object Detection with Spatial-Temporal Transformers


May 23, 2021
Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang


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Enhanced Boundary Learning for Glass-like Object Segmentation


Mar 29, 2021
Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, Lubin Weng


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PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation


Mar 11, 2021
Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin

* accepted by CVPR2021 

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Embedded Knowledge Distillation in Depth-level Dynamic Neural Network


Mar 01, 2021
Shuchang Lyu, Ting-Bing Xu, Guangliang Cheng

* 11 pages, 7 figures 

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Towards Efficient Scene Understanding via Squeeze Reasoning


Nov 06, 2020
Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin


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Improving Semantic Segmentation via Decoupled Body and Edge Supervision


Aug 18, 2020
Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

* accepted by ECCV 2020 

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Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization


Jul 20, 2020
Haibao Yu, Qi Han, Jianbo Li, Jianping Shi, Guangliang Cheng, Bin Fan

* ECCV2020 

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Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation


Apr 19, 2020
Qianyu Zhou, Zhengyang Feng, Guangliang Cheng, Xin Tan, Jianping Shi, Lizhuang Ma


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Semi-Supervised Semantic Segmentation via Dynamic Self-Training and Class-Balanced Curriculum


Apr 18, 2020
Zhengyang Feng, Qianyu Zhou, Guangliang Cheng, Xin Tan, Jianping Shi, Lizhuang Ma

* Code is available at https://github.com/voldemortX/DST-CBC 

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Graph-guided Architecture Search for Real-time Semantic Segmentation


Sep 15, 2019
Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi

* 10pages, 6 figures 

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GDRQ: Group-based Distribution Reshaping for Quantization


Aug 05, 2019
Haibao Yu, Tuopu Wen, Guangliang Cheng, Jiankai Sun, Qi Han, Jianping Shi


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OVSNet : Towards One-Pass Real-Time Video Object Segmentation


May 24, 2019
Peng Sun, Peiwen Lin, Guangliang Cheng, Jianping Shi, Jiawan Zhang, Xi Li

* 10 pages, 6 figures 

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Accurate Urban Road Centerline Extraction from VHR Imagery via Multiscale Segmentation and Tensor Voting


Feb 25, 2016
Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Chunhong Pan

* 25 pages, 11 figures 

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