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Rethinking Natural Adversarial Examples for Classification Models

Feb 23, 2021
Xiao Li, Jianmin Li, Ting Dai, Jie Shi, Jun Zhu, Xiaolin Hu

* 12 pages 

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Annotation Cleaning for the MSR-Video to Text Dataset

Feb 12, 2021
Haoran Chen, Jianmin Li, Simone Frintrop, Xiaolin Hu

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Frame Difference-Based Temporal Loss for Video Stylization

Feb 11, 2021
Jianjin Xu, Zheyang Xiong, Xiaolin Hu

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Fooling thermal infrared pedestrian detectors in real world using small bulbs

Jan 20, 2021
Xiaopei Zhu, Xiao Li, Jianmin Li, Zheyao Wang, Xiaolin Hu

* accepted by AAAI-21 

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Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection

Nov 25, 2020
Xiang Li, Wenhai Wang, Xiaolin Hu, Jun Li, Jinhui Tang, Jian Yang

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Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning

Jun 20, 2020
Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen

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Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection

Jun 08, 2020
Xiang Li, Wenhai Wang, Lijun Wu, Shuo Chen, Xiaolin Hu, Jun Li, Jinhui Tang, Jian Yang

* 14 pages, 14 figures 

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Delving Deeper into the Decoder for Video Captioning

Feb 15, 2020
Haoran Chen, Jianmin Li, Xiaolin Hu

* 8 pages, 3 figures, European Conference on Artificial Intelligence 

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End-to-End Face Parsing via Interlinked Convolutional Neural Networks

Feb 12, 2020
Zi Yin, Valentin Yiu, Xiaolin Hu, Liang Tang

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6D Object Pose Regression via Supervised Learning on Point Clouds

Jan 24, 2020
Ge Gao, Mikko Lauri, Yulong Wang, Xiaolin Hu, Jianwei Zhang, Simone Frintrop

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Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization

Oct 10, 2019
Chufeng Tang, Lu Sheng, Zhaoxiang Zhang, Xiaolin Hu

* Accepted by ICCV 2019 

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Interpretable Disentanglement of Neural Networks by Extracting Class-Specific Subnetwork

Oct 07, 2019
Yulong Wang, Xiaolin Hu, Hang Su

* Accepted to 2019 ICCV Workshop on Interpreting and Explaining Visual Artificial Intelligence Models 

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Pruning from Scratch

Sep 27, 2019
Yulong Wang, Xiaolu Zhang, Lingxi Xie, Jun Zhou, Hang Su, Bo Zhang, Xiaolin Hu

* 12 pages, 9 figures 

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A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling

Aug 31, 2019
Haoran Chen, Ke Lin, Alexander Maye, Jianming Li, Xiaolin Hu

* Submitted to Frontiers in Robotics & AI 

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Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks

May 25, 2019
Xiang Li, Xiaolin Hu, Jian Yang

* Code available at: 

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Knowledge Distillation via Route Constrained Optimization

Apr 19, 2019
Xiao Jin, Baoyun Peng, Yichao Wu, Yu Liu, Jiaheng Liu, Ding Liang, Junjie Yan, Xiaolin Hu

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Dynamic Multi-path Neural Network

Apr 07, 2019
Yingcheng Su, Shunfeng Zhou, Yichao Wu, Tian Su, Ding Liang, Jiaheng Liu, Dixin Zheng, Yingxu Wang, Junjie Yan, Xiaolin Hu

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Selective Kernel Networks

Mar 18, 2019
Xiang Li, Wenhai Wang, Xiaolin Hu, Jian Yang

* CVPR 2019 

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Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation

Mar 15, 2019
Wei Feng, Wentao Liu, Tong Li, Jing Peng, Chen Qian, Xiaolin Hu

* AAAI2019 

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UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision

Sep 06, 2018
Yi Zhang, Weichao Qiu, Qi Chen, Xiaolin Hu, Alan Yuille

* 3DV 2018 (oral) 

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Interlinked Convolutional Neural Networks for Face Parsing

Jun 07, 2018
Yisu Zhou, Xiaolin Hu, Bo Zhang

* International Symposium on Neural Networks. Springer, Cham, 2015 
* 11 pages, 4 figures, ISNN2015 Conference 

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Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser

May 08, 2018
Fangzhou Liao, Ming Liang, Yinpeng Dong, Tianyu Pang, Xiaolin Hu, Jun Zhu

* CVPR 2018 

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Adversarial Attacks and Defences Competition

Mar 31, 2018
Alexey Kurakin, Ian Goodfellow, Samy Bengio, Yinpeng Dong, Fangzhou Liao, Ming Liang, Tianyu Pang, Jun Zhu, Xiaolin Hu, Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille, Sangxia Huang, Yao Zhao, Yuzhe Zhao, Zhonglin Han, Junjiajia Long, Yerkebulan Berdibekov, Takuya Akiba, Seiya Tokui, Motoki Abe

* 36 pages, 10 figures 

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Boosting Adversarial Attacks with Momentum

Mar 22, 2018
Yinpeng Dong, Fangzhou Liao, Tianyu Pang, Hang Su, Jun Zhu, Xiaolin Hu, Jianguo Li

* CVPR 2018 Spotlight 

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Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift

Jan 16, 2018
Xiang Li, Shuo Chen, Xiaolin Hu, Jian Yang

* 9 pages, 7 figures 

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Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network

Nov 22, 2017
Fangzhou Liao, Ming Liang, Zhe Li, Xiaolin Hu, Sen Song

* 12 pages, 9 figures 

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Scale-Aware Face Detection

Jun 29, 2017
Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu

* Accepted to CVPR 2017 

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Estimation of the volume of the left ventricle from MRI images using deep neural networks

Feb 13, 2017
Fangzhou Liao, Xi Chen, Xiaolin Hu, Sen Song

* 10 pages, 10 figures 

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