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Peng Sun

Tsinghua University

Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion


Mar 22, 2021
Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li

* Accepted by CVPR2021, Oral 

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TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning


Nov 30, 2020
Peng Sun, Jiechao Xiong, Lei Han, Xinghai Sun, Shuxing Li, Jiawei Xu, Meng Fang, Zhengyou Zhang

* 21 pages, 3 figures, technical report 

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TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game


Nov 27, 2020
Lei Han, Jiechao Xiong, Peng Sun, Xinghai Sun, Meng Fang, Qingwei Guo, Qiaobo Chen, Tengfei Shi, Hongsheng Yu, Zhengyou Zhang

* 26 pages 

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An Autonomous Approach to Measure Social Distances and Hygienic Practices during COVID-19 Pandemic in Public Open Spaces


Nov 14, 2020
Peng Sun, Gabriel Draughon, Jerome Lynch

* 11 pages, 9 figures 

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Identification of splicing edges in tampered image based on Dichromatic Reflection Model


Apr 09, 2020
Zhe Shen, Peng Sun, Yubo Lang, Lei Liu, Silong Peng


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Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation


Mar 31, 2020
Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li

* submitted to IJCV 

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Measuring the Utilization of Public Open Spaces by Deep Learning: a Benchmark Study at the Detroit Riverfront


Feb 04, 2020
Peng Sun, Rui Hou, Jerome Lynch


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Graph-guided Architecture Search for Real-time Semantic Segmentation


Sep 15, 2019
Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi

* 10pages, 6 figures 

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Composing Knowledge Graph Embeddings via Word Embeddings


Sep 09, 2019
Lianbo Ma, Peng Sun, Zhiwei Lin, Hui Wang


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Arena: a toolkit for Multi-Agent Reinforcement Learning


Jul 20, 2019
Qing Wang, Jiechao Xiong, Lei Han, Meng Fang, Xinghai Sun, Zhuobin Zheng, Peng Sun, Zhengyou Zhang

* 21 pages, 14 figures 

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OVSNet : Towards One-Pass Real-Time Video Object Segmentation


May 24, 2019
Peng Sun, Peiwen Lin, Guangliang Cheng, Jianping Shi, Jiawan Zhang, Xi Li

* 10 pages, 6 figures 

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TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game


Nov 02, 2018
Peng Sun, Xinghai Sun, Lei Han, Jiechao Xiong, Qing Wang, Bo Li, Yang Zheng, Ji Liu, Yongsheng Liu, Han Liu, Tong Zhang


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Salience Biased Loss for Object Detection in Aerial Images


Oct 18, 2018
Peng Sun, Guang Chen, Guerdan Luke, Yi Shang


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Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space


Oct 10, 2018
Jiechao Xiong, Qing Wang, Zhuoran Yang, Peng Sun, Lei Han, Yang Zheng, Haobo Fu, Tong Zhang, Ji Liu, Han Liu


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Image Matters: Visually modeling user behaviors using Advanced Model Server


Sep 04, 2018
Tiezheng Ge, Liqin Zhao, Guorui Zhou, Keyu Chen, Shuying Liu, Huimin Yi, Zelin Hu, Bochao Liu, Peng Sun, Haoyu Liu, Pengtao Yi, Sui Huang, Zhiqiang Zhang, Xiaoqiang Zhu, Yu Zhang, Kun Gai

* CIKM 2018 

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End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning


Aug 10, 2018
Wenhan Luo, Peng Sun, Fangwei Zhong, Wei Liu, Tong Zhang, Yizhou Wang

* An extended work of the preliminary conference paper arXiv:1705.10561 in ICML2018 

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End-to-end Active Object Tracking via Reinforcement Learning


Jun 01, 2018
Wenhan Luo, Peng Sun, Fangwei Zhong, Wei Liu, Tong Zhang, Yizhou Wang

* To appear in ICML2018 

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Tagging like Humans: Diverse and Distinct Image Annotation


Mar 31, 2018
Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu

* Accepted by CVPR 2018 

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Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features


Jul 28, 2015
Peng Sun, Haoyin Zhou, Devon Lundine, James K. Min, Guanglei Xiong

* 8 pages, link to a video demo 

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Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images


Mar 30, 2015
Peng Sun, James K. Min, Guanglei Xiong


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AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem


Jul 04, 2012
Peng Sun, Mark D. Reid, Jie Zhou

* 8-pages camera ready version for ICML2012 

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The Convexity and Design of Composite Multiclass Losses


Jun 18, 2012
Mark Reid, Robert Williamson, Peng Sun

* ICML2012 

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