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AIM 2020: Scene Relighting and Illumination Estimation Challenge

Sep 27, 2020
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, Hrishikesh P S, Melvin Kuriakose, Jiji C V, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

* ECCVW 2020. Data and more information on https://github.com/majedelhelou/VIDIT 

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Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures

Jun 03, 2020
Allen Wang, Xin Huang, Ashkan Jasour, Brian Williams

* To appear in Robotics: Science and Systems 

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Delving into the Imbalance of Positive Proposals in Two-stage Object Detection

May 23, 2020
Zheng Ge, Zequn Jie, Xin Huang, Chengzheng Li, Osamu Yoshie


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NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing

Apr 21, 2020
Xin Huang, Zheng Ge, Zequn Jie, Osamu Yoshie

* Accepted by CVPR2020. The first two authors contributed equally, and are listed in alphabetical order 

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CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy

Mar 18, 2020
Xin Huang, Stephen G. McGill, Jonathan A. DeCastro, Brian C. Williams, Luke Fletcher, John J. Leonard, Guy Rosman

* 8 pages, 4 figures, 2 algorithms 

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PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression

Mar 16, 2020
Zheng Ge, Zequn Jie, Xin Huang, Rong Xu, Osamu Yoshie

* 6pages, accepted by ICME2020 

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DSSLP: A Distributed Framework for Semi-supervised Link Prediction

Mar 10, 2020
Dalong Zhang, Xianzheng Song, Ziqi Liu, Zhiqiang Zhang, Xin Huang, Lin Wang, Jun Zhou


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Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF)

Feb 11, 2020
Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu


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Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling

Nov 28, 2019
Xin Huang, Stephen G. McGill, Jonathan A. DeCastro, Brian C. Williams, Luke Fletcher, John J. Leonard, Guy Rosman

* 8 pages, 5 figures, 1 table 

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Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning

Jun 21, 2019
Xin Huang, Duan Li, Daniel Zhuoyu Long

* 9 pages, 1 table, submitted to NeurIPS 2019, under review 

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Fast Algorithm for K-Truss Discovery on Public-Private Graphs

Jun 01, 2019
Soroush Ebadian, Xin Huang


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Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying

May 30, 2019
Xianbin Hong, Gautam Pal, Sheng-Uei Guan, Prudence Wong, Dawei Liu, Ka Lok Man, Xin Huang


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Hyperbolic Interaction Model For Hierarchical Multi-Label Classification

May 26, 2019
Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing


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Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification

May 24, 2019
Xin Huang, Boli Chen, Lin Xiao, Liping Jing


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Semi-Unsupervised Lifelong Learning for Sentiment Classification

Apr 30, 2019
Xianbin Hong, Gautam Pal, Sheng-Uei Guan, Prudence Wong, Dawei Liu, Ka Lok Man, Xin Huang


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CRAD: Clustering with Robust Autocuts and Depth

Apr 08, 2019
Xin Huang, Yulia R. Gel

* 2017 IEEE International Conference on Data Mining (ICDM), 925--930} (2017) 
* 9 pages, 6 figures 

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Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

Apr 08, 2019
Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao


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Online Risk-Bounded Motion Planning for Autonomous Vehicles in Dynamic Environments

Apr 04, 2019
Xin Huang, Sungkweon Hong, Andreas Hofmann, Brian C. Williams

* Accepted at ICAPS'19. 10 pages, 6 figures, 1 table 

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Uncertainty-Aware Driver Trajectory Prediction at Urban Intersections

Mar 06, 2019
Xin Huang, Stephen McGill, Brian C. Williams, Luke Fletcher, Guy Rosman

* Accepted at ICRA'19. 8 pages, 9 figures, 1 table. Video at https://youtu.be/clR08hRdtlM 

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Adversarial Attack on Graph Structured Data

Jun 06, 2018
Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, Le Song

* to appear in ICML 2018 

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Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning

Mar 22, 2018
Zili Yi, Zhiqin Chen, Hao Zhang, Xin Huang, Minglun Gong

* Submitted to ECCV 2018. 17 pages, 12 figures 

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MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval

Aug 08, 2017
Xin Huang, Yuxin Peng, Mingkuan Yuan

* 12 pages, submitted to IEEE Transactions on Cybernetics 

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Cross-modal Common Representation Learning by Hybrid Transfer Network

Jun 24, 2017
Xin Huang, Yuxin Peng, Mingkuan Yuan

* To appear in the proceedings of 26th International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, Australia, Aug. 19-25, 2017. 8 pages, 2 figures 

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Cross-media Similarity Metric Learning with Unified Deep Networks

Apr 14, 2017
Jinwei Qi, Xin Huang, Yuxin Peng

* 19 pages, submitted to Multimedia Tools and Applications 

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Cross-modal Deep Metric Learning with Multi-task Regularization

Apr 05, 2017
Xin Huang, Yuxin Peng

* Revision: Added reference [7] 6 pages, 1 figure, to appear in the proceedings of the IEEE International Conference on Multimedia and Expo (ICME), Jul 10, 2017 - Jul 14, 2017, Hong Kong, Hong Kong 

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Information-theoretic interpretation of tuning curves for multiple motion directions

Feb 01, 2017
Wentao Huang, Xin Huang, Kechen Zhang

* The 51st Annual Conference on Information Sciences and Systems (CISS), 2017 

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