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Consistent Teacher Provides Better Supervision in Semi-supervised Object Detection


Sep 04, 2022
Xinjiang Wang, Xingyi Yang, Shilong Zhang, Yijiang Li, Litong Feng, Shijie Fang, Chengqi Lyu, Kai Chen, Wayne Zhang

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Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation


Aug 21, 2022
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi

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* 18 pages, 18 tables 

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ViM: Out-Of-Distribution with Virtual-logit Matching


Mar 21, 2022
Haoqi Wang, Zhizhong Li, Litong Feng, Wayne Zhang

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* CVPR 2022 

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Semantically Coherent Out-of-Distribution Detection


Aug 26, 2021
Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

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* 15 pages, 7 figures. Accepted by ICCV-2021. Project page: https://jingkang50.github.io/projects/scood 

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Progressive Representative Labeling for Deep Semi-Supervised Learning


Aug 13, 2021
Xiaopeng Yan, Riquan Chen, Litong Feng, Jingkang Yang, Huabin Zheng, Wayne Zhang

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Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph


Oct 12, 2020
Jingkang Yang, Weirong Chen, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang

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* Accepted to ACM Multimedia 2020 (Oral) 

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Webly Supervised Image Classification with Self-Contained Confidence


Aug 27, 2020
Jingkang Yang, Litong Feng, Weirong Chen, Xiaopeng Yan, Huabin Zheng, Ping Luo, Wayne Zhang

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* 16 pages, 4 figures, Accepted to ECCV 2020 

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Scale-Equalizing Pyramid Convolution for Object Detection


May 06, 2020
Xinjiang Wang, Shilong Zhang, Zhuoran Yu, Litong Feng, Wayne Zhang

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* Accepted by CVPR2020 

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How Does BN Increase Collapsed Neural Network Filters?


Jan 31, 2020
Sheng Zhou, Xinjiang Wang, Ping Luo, Litong Feng, Wenjie Li, Wei Zhang

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Gradual Network for Single Image De-raining


Sep 20, 2019
Zhe Huang, Weijiang Yu, Wayne Zhang, Litong Feng, Nong Xiao

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* In Proceedings of the 27th ACM International Conference on Multimedia (MM 2019) 

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