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Salient Objects in Clutter

May 07, 2021
Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao

* 348 references, 22 pages, survey 201 models, benchmark 100 models. Online benchmark: 

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Temporal Modulation Network for Controllable Space-Time Video Super-Resolution

Apr 30, 2021
Gang Xu, Jun Xu, Zhen Li, Liang Wang, Xing Sun, Ming-Ming Cheng

* This paper is accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021 

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Lighting the Darkness in the Deep Learning Era

Apr 21, 2021
Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy

* 19 pages 

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Concealed Object Detection

Feb 20, 2021
Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng, Ling Shao

* 17 pages, 27 figures, Code: 

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Global2Local: Efficient Structure Search for Video Action Segmentation

Jan 04, 2021
Shang-Hua Gao, Qi Han, Zhong-Yu Li, Pai Peng, Liang Wang, Ming-Ming Cheng

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Centralized Information Interaction for Salient Object Detection

Dec 24, 2020
Jiang-Jiang Liu, Zhi-Ang Liu, Ming-Ming Cheng

* V2 updates the evaluation results of all methods on the ECSSD dataset (Table. 3 on Page. 8). In V1 we used the old version of ground-truths of ECSSD, which were updated later by its authors. In V2 we use the updated ones instead. Although the numerical evaluation scores of all methods on ECSSD in V1 and V2 vary slightly, the overall trending is still the same 

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MobileSal: Extremely Efficient RGB-D Salient Object Detection

Dec 24, 2020
Yu-Huan Wu, Yun Liu, Jun Xu, Jia-Wang Bian, Yuchao Gu, Ming-Ming Cheng

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EDN: Salient Object Detection via Extremely-Downsampled Network

Dec 24, 2020
Yu-Huan Wu, Yun Liu, Le Zhang, Ming-Ming Cheng

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Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images

Nov 26, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong

* Accepted by IEEE Transactions on Image Processing, EORSSD dataset: 

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Delving Deep into Label Smoothing

Nov 25, 2020
Chang-Bin Zhang, Peng-Tao Jiang, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li, Ming-Ming Cheng

* 10 pages, 5 figures 

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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: 

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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: 

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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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