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VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions


Nov 22, 2022
Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng

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* Camera ready for AAAI 2023. Code is available at https://github.com/BIT-DA/VBLC 

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Active Learning for Domain Adaptation: An Energy-based Approach


Dec 08, 2021
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang

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* Accepted by AAAI 2022. Code is available at https://github.com/BIT-DA/EADA 

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Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation


Nov 25, 2021
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng

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* 18 pages 

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Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation


May 11, 2021
Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang

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* 15 pages 

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MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition


Apr 07, 2021
Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng

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* Accepted at CVPR 2021 

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AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points


Jul 11, 2020
Yuexin Ma, Xinge ZHU, Xinjing Cheng, Ruigang Yang, Jiming Liu, Dinesh Manocha

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* ECCV 2020 

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ODE-CNN: Omnidirectional Depth Extension Networks


Jul 03, 2020
Xinjing Cheng, Peng Wang, Yanqi Zhou, Chenye Guan, Ruigang Yang

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* Accepted by ICRA 2020, 7 pages, 5 figures 

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CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion


Nov 22, 2019
Xinjing Cheng, Peng Wang, Chenye Guan, Ruigang Yang

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* Camera Ready Version. Accepted by AAAI 2020 

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