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Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation


May 23, 2021
Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang

* 10 pages, 4 figures 

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Hierarchical Graph Capsule Network


Dec 16, 2020
Jinyu Yang, Peilin Zhao, Yu Rong, Chaochao Yan, Chunyuan Li, Hehuan Ma, Junzhou Huang

* AAAI 2021 

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RetroXpert: Decompose Retrosynthesis Prediction like a Chemist


Nov 04, 2020
Chaochao Yan, Qianggang Ding, Peilin Zhao, Shuangjia Zheng, Jinyu Yang, Yang Yu, Junzhou Huang

* 17 pages, to appear in NeurIPS 2020 

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Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation


Mar 10, 2020
Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang


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Context-Aware Domain Adaptation in Semantic Segmentation


Mar 09, 2020
Jinyu Yang, Weizhi An, Chaochao Yan, Peilin Zhao, Junzhou Huang

* 10 pages, 6 figures, 5 tables 

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Aggregation Signature for Small Object Tracking


Oct 24, 2019
Chunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo

* IEEE Transactions on Image Processing, 2019 

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Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation


Oct 01, 2019
Chaochao Yan, Sheng Wang, Jinyu Yang, Tingyang Xu, Junzhou Huang

* 8 pages 

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Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization


May 05, 2019
Gaoyang Li, Jinyu Yang, Chunguo Wu, Qin Ma


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Artificial Intelligence in Intelligent Tutoring Robots: A Systematic Review and Design Guidelines


Feb 26, 2019
Jinyu Yang, Bo Zhang


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An Unified Intelligence-Communication Model for Multi-Agent System Part-I: Overview


Nov 25, 2018
Bo Zhang, Bin Chen, Jinyu Yang, Wenjing Yang, Jiankang Zhang

* 12 pages, 5 figures, submitted for publications in IEEE Journals Interactive Vesion @ https://uicm-mas.github.io/ 

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