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LID 2020: The Learning from Imperfect Data Challenge Results

Oct 17, 2020
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

* Summary of the 2nd Learning from Imperfect Data Workshop in conjunction with CVPR 2020 

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DOTS: Decoupling Operation and Topology in Differentiable Architecture Search

Oct 02, 2020
Yu-Chao Gu, Yun Liu, Yi Yang, Yu-Huan Wu, Shao-Ping Lu, Ming-Ming Cheng


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Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow

Sep 01, 2020
Yu-Chao Gu, Le Zhang, Yun Liu, Shao-Ping Lu, Ming-Ming Cheng


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Regularized Densely-connected Pyramid Network for Salient Instance Segmentation

Aug 28, 2020
Yu-Huan Wu, Yun Liu, Le Zhang, Wang Gao, Ming-Ming Cheng

* 11 pages, 6 figures 

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RGB-D Salient Object Detection: A Survey

Aug 01, 2020
Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao

* 24 pages, 12 figures. Code: https://github.com/taozh2017/RGBD-SODsurvey 

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Re-thinking Co-Salient Object Detection

Jul 11, 2020
Deng-Ping Fan, Tengpeng Li, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Ming-Ming Cheng, Huazhu Fu, Jianbing Shen

* 22pages, 18 figures. CVPR2020-CoSOD3K extension. Code: https://dpfan.net/CoSOD3K 

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Geometric Style Transfer

Jul 10, 2020
Xiao-Chang Liu, Xuan-Yi Li, Ming-Ming Cheng, Peter Hall

* 10 pages, 12 figures 

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Semi-Supervised Learning with Meta-Gradient

Jul 08, 2020
Xin-Yu Zhang, Hao-Lin Jia, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang

* 17 pages 

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Interactive Knowledge Distillation

Jul 03, 2020
Shipeng Fu, Zhen Li, Jun Xu, Ming-Ming Cheng, Gwanggil Jeon, Xiaomin Yang


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MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation

Jun 16, 2020
Shijie Li, Yazan Abu Farha, Yun Liu, Ming-Ming Cheng, Juergen Gall

* arXiv admin note: substantial text overlap with arXiv:1903.01945 

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Conditional Variational Image Deraining

May 08, 2020
Ying-Jun Du, Jun Xu, Xian-Tong Zhen, Ming-Ming Cheng, Ling Shao

* 14pages, 11 figures, 5 tables, newly accepted by TIP 

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Dependency Aware Filter Pruning

May 06, 2020
Kai Zhao, Xin-Yu Zhang, Qi Han, Ming-Ming Cheng


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Gradient-Induced Co-Saliency Detection

Apr 28, 2020
Zhao Zhang, Wenda Jin, Jun Xu, Ming-Ming Cheng


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Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton

Apr 18, 2020
Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng


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JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation

Apr 15, 2020
Yu-Huan Wu, Shang-Hua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Chao-Wei Zhao, Ming-Ming Cheng

* 11 pages, 10 figures 

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Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation

Apr 09, 2020
Lin-Zhuo Chen, Zheng Lin, Ziqin Wang, Yong-Liang Yang, Ming-Ming Cheng


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Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

Mar 30, 2020
Qibin Hou, Li Zhang, Ming-Ming Cheng, Jiashi Feng

* Published as a CVPR2020 paper 

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Highly Efficient Salient Object Detection with 100K Parameters

Mar 12, 2020
Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan


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Model-Agnostic Structured Sparsification with Learnable Channel Shuffle

Feb 19, 2020
Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang


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Ordered or Orderless: A Revisit for Video based Person Re-Identification

Dec 24, 2019
Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen

* Under Minor Revision in IEEE TPAMI 

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AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning

Nov 27, 2019
Xin-Yu Zhang, Le Zhang, Zao-Yi Zheng, Yun Liu, Jia-Wang Bian, Ming-Ming Cheng


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Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video

Oct 03, 2019
Jia-Wang Bian, Zhichao Li, Naiyan Wang, Huangying Zhan, Chunhua Shen, Ming-Ming Cheng, Ian Reid

* Accepted to NeurIPS 2019. Code is available at https://github.com/JiawangBian/SC-SfMLearner-Release 

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An Evaluation of Feature Matchers for Fundamental Matrix Estimation

Sep 11, 2019
Jia-Wang Bian, Yu-Huan Wu, Ji Zhao, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid

* Accepted to British Machine Vision Conference (BMVC) 2019 

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Image Inpainting with Learnable Bidirectional Attention Maps

Sep 05, 2019
Chaohao Xie, Shaohui Liu, Chao Li, Ming-Ming Cheng, Wangmeng Zuo, Xiao Liu, Shilei Wen, Errui Ding

* 18 pages, 16 figures, 2 tables, main paper + supplementary material (Accepted at ICCV, 2019) 

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Scoot: A Perceptual Metric for Facial Sketches

Sep 04, 2019
Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren, Paul L. Rosin, Rongrong Ji

* Code & dataset:http://mmcheng.net/scoot/, 11 pages, ICCV 2019, First one good evaluation metric for facial sketh that consistent with human judgment. arXiv admin note: text overlap with arXiv:1804.02975 

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An Evaluation of Feature Matchers forFundamental Matrix Estimation

Aug 26, 2019
Jia-Wang Bian, Yu-Huan Wu, Ji Zhao, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid

* The paper has been accepted by British Machine Vision Conference (BMVC) 2019 

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Image Formation Model Guided Deep Image Super-Resolution

Aug 25, 2019
Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang

* We need to improve this paper 

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