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Unsupervised segmentation via semantic-apparent feature fusion

May 21, 2020
Xi Li, Huimin Ma, Hongbing Ma, Yidong Wang

* in Chinese. Accepted by NCIG 2020 

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Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class

Mar 10, 2020
Xi Li, Huimin Ma, Sheng Yi, Yanxian Chen


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Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning

Feb 19, 2020
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

* IJCV 2020 

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Semantic Head Enhanced Pedestrian Detection in a Crowd

Nov 27, 2019
Ruiqi Lu, Huimin Ma


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WSOD with PSNet and Box Regression

Nov 26, 2019
Sheng Yi, Xi Li, Huimin Ma


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Occluded Pedestrian Detection with Visible IoU and Box Sign Predictor

Nov 26, 2019
Ruiqi Lu, Huimin Ma

* The 26th IEEE International Conference on Image Processing (ICIP) 

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Pretrain Soft Q-Learning with Imperfect Demonstrations

May 09, 2019
Xiaoqin Zhang, Yunfei Li, Huimin Ma, Xiong Luo


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Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features

Jun 12, 2018
Xiang Wang, Shaodi You, Xi Li, Huimin Ma

* accepted by CVPR 2018 

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Driving maneuvers prediction based on cognition-driven and data-driven method

May 08, 2018
Dong Zhou, Huimin Ma, Yuhan Dong


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Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations

Feb 09, 2018
Xiaoqin Zhang, Huimin Ma

* Added acknowledgements, modified references. 7 pages, 4 figures 

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Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection

Sep 22, 2017
Xiang Wang, Huimin Ma, Xiaozhi Chen, Shaodi You

* IEEE TIP 2017 

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Multi-View 3D Object Detection Network for Autonomous Driving

Jun 22, 2017
Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia

* To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 

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3D Object Proposals using Stereo Imagery for Accurate Object Class Detection

Apr 25, 2017
Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun

* 14 pages, 12 figures 

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Single Image Action Recognition using Semantic Body Part Actions

Dec 14, 2016
Zhichen Zhao, Huimin Ma, Shaodi You


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