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Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps

Jan 12, 2021
Yujin Huang, Han Hu, Chunyang Chen

* Accepted to the 43rd International Conference on Software Engineering, Software Engineering in Practice Track 

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Global Context Networks

Dec 24, 2020
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

* To appear in TPAMI. Full version of GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond (arXiv:1904.11492) 

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Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images

Nov 26, 2020
Qing Zhu, Shengzhi Huang, Han Hu, Haifeng Li, Min Chen, Ruofei Zhong


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Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment

Nov 24, 2020
Qing Zhu, Qishen Shang, Han Hu, Haojia Yu, Ruofei Zhong


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Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning

Nov 19, 2020
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu


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RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder

Oct 29, 2020
Cheng Chi, Fangyun Wei, Han Hu

* NeurIPS2020 Spotlight 

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RepPoints V2: Verification Meets Regression for Object Detection

Jul 16, 2020
Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu


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A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Jul 02, 2020
Ze Liu, Han Hu, Yue Cao, Zheng Zhang, Xin Tong

* Code available at https://github.com/zeliu98/CloserLook3D 

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Parametric Instance Classification for Unsupervised Visual Feature Learning

Jun 25, 2020
Yue Cao, Zhenda Xie, Bin Liu, Yutong Lin, Zheng Zhang, Han Hu


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Disentangled Non-Local Neural Networks

Jun 11, 2020
Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu


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Ontology-based Interpretable Machine Learning for Textual Data

Apr 01, 2020
Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou

* Accepted by IJCNN 2020 

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Memory Enhanced Global-Local Aggregation for Video Object Detection

Mar 26, 2020
Yihong Chen, Yue Cao, Han Hu, Liwei Wang

* Accepted by CVPR2020 

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Negative Margin Matters: Understanding Margin in Few-shot Classification

Mar 26, 2020
Bin Liu, Yue Cao, Yutong Lin, Qi Li, Zheng Zhang, Mingsheng Long, Han Hu

* Code is available at https://github.com/bl0/negative-margin.few-shot 

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Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction

Feb 21, 2020
Qing Zhu, Zhendong Wang, Han Hu, Linfu Xie, Xuming Ge, Yeting Zhang


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Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming

Feb 20, 2020
Han Hu, Libin Wang, Yulin Ding, Qing Zhu


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Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition

Feb 20, 2020
Qing Zhu, Lin Chen, Han Hu, Binzhi Xu, Yeting Zhang, Haifeng Li


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Dense RepPoints: Representing Visual Objects with Dense Point Sets

Dec 24, 2019
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu


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MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery

Oct 26, 2019
Qing Zhu, Cheng Liao, Han Hu, Xiaoming Mei, Haifeng Li

* 11 pages, 10 figures, 4 tables 

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XCMRC: Evaluating Cross-lingual Machine Reading Comprehension

Aug 15, 2019
Pengyuan Liu, Yuning Deng, Chenghao Zhu, Han Hu

* NLPCC 2019(long paper) 

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GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Apr 25, 2019
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu


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Local Relation Networks for Image Recognition

Apr 25, 2019
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin


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RepPoints: Point Set Representation for Object Detection

Apr 25, 2019
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin


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Spatial-Temporal Relation Networks for Multi-Object Tracking

Apr 25, 2019
Jiarui Xu, Yue Cao, Zheng Zhang, Han Hu


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Deep Metric Transfer for Label Propagation with Limited Annotated Data

Dec 20, 2018
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

* Tech Report 

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Deformable ConvNets v2: More Deformable, Better Results

Nov 28, 2018
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai


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Relation Networks for Object Detection

Jun 14, 2018
Han Hu, Jiayuan Gu, Zheng Zhang, Jifeng Dai, Yichen Wei


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Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

Apr 23, 2018
NhatHai Phan, Xintao Wu, Han Hu, Dejing Dou

* IEEE ICDM 2017 - regular paper 

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Learning Region Features for Object Detection

Mar 19, 2018
Jiayuan Gu, Han Hu, Liwei Wang, Yichen Wei, Jifeng Dai


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WordSup: Exploiting Word Annotations for Character based Text Detection

Aug 22, 2017
Han Hu, Chengquan Zhang, Yuxuan Luo, Yuzhuo Wang, Junyu Han, Errui Ding

* 2017 International Conference on Computer Vision 

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