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Personalized Image Semantic Segmentation


Jul 24, 2021
Yu Zhang, Chang-Bin Zhang, Peng-Tao Jiang, Feng Mao, Ming-Ming Cheng

* ICCV2021 accepted 

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P2T: Pyramid Pooling Transformer for Scene Understanding


Jul 10, 2021
Yu-Huan Wu, Yun Liu, Xin Zhan, Ming-Ming Cheng


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Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition


Jun 23, 2021
Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng

* 9 pages 

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Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight


Jun 08, 2021
Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang


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Large-scale Unsupervised Semantic Segmentation


Jun 06, 2021
Shang-Hua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr


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Unsupervised Scale-consistent Depth Learning from Video


May 25, 2021
Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid

* Accept to IJCV. The source code is available at https://github.com/JiawangBian/SC-SfMLearner-Release 

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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: http://dpfan.net/SOCBenchmark 

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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: https://github.com/GewelsJI/SINet-V2 

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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: https://github.com/rmcong/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: 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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