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Domain Adaptive Semantic Segmentation with Regional Contrastive Consistency Regularization


Oct 11, 2021
Qianyu Zhou, Chuyun Zhuang, Xuequan Lu, Lizhuang Ma


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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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Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling


Aug 15, 2021
Hongyi Xu, Fengqi Liu, Qianyu Zhou, Jinkun Hao, Zhijie Cao, Zhengyang Feng, Lizhuang Ma

* Accepted at International Conference on Image Processing (ICIP 2021) 

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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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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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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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