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Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss


Jan 28, 2021
Xue Yang, Junchi Yan, Qi Ming, Wentao Wang, Xiaopeng Zhang, Qi Tian

* 15 pages, 6 figures, 9 tables, codes are available at https://github.com/yangxue0827/RotationDetection 

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Dense Label Encoding for Boundary Discontinuity Free Rotation Detection


Nov 19, 2020
Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan

* 12 pages, 6 figures, 8 tables 

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Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning


Aug 21, 2020
Yiming Li, Jiawang Bai, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia

* 9 pages. The first two authors contribute equally to this work. arXiv admin note: text overlap with arXiv:1903.05965 

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SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing


Apr 28, 2020
Xue Yang, Junchi Yan, Xiaokang Yang, Jin Tang, Wenlong Liao, Tao He

* 15 pages, 12 figures, 10 tables 

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Arbitrary-Oriented Object Detection with Circular Smooth Label


Mar 12, 2020
Xue Yang, Junchi Yan

* 18 pages, 7 figures, 6 tables 

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Practical and Bilateral Privacy-preserving Federated Learning


Feb 25, 2020
Yan Feng, Xue Yang, Weijun Fang, Shu-Tao Xia, Xiaohu Tang

* Submitted to ICML 2020 

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Learning Modulated Loss for Rotated Object Detection


Dec 20, 2019
Wen Qian, Xue Yang, Silong Peng, Yue Guo, Junchi Yan

* 11 pages, 8 figures 

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Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model


Sep 17, 2019
Yi Liu, Chao Pang, Zongqian Zhan, Xiaomeng Zhang, Xue Yang


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R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object


Aug 16, 2019
Xue Yang, Qingqing Liu, Junchi Yan, Ang Li

* 10 pages, 9 figures, 6 tables 

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Rethinking Classification and Localization for Cascade R-CNN


Jul 27, 2019
Ang Li, Xue Yang, Chongyang Zhang

* BMVC 2019 Camera Ready 

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Comparison Network for One-Shot Conditional Object Detection


Apr 04, 2019
Tengfei Zhang, Yue Zhang, Xian Sun, Hao Sun, Menglong Yan, Xue Yang, Kun Fu

* 10 pages 

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R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy


Nov 20, 2018
Xue Yang, Kun Fu, Hao Sun, Jirui Yang, Zhi Guo, Menglong Yan, Tengfei Zhang, Sun Xian

* 10 pages, 8 figures, 5 tables 

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Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network


Jun 13, 2018
Xue Yang, Hao Sun, Xian Sun, Menglong Yan, Zhi Guo, Kun Fu


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Automatic Ship Detection of Remote Sensing Images from Google Earth in Complex Scenes Based on Multi-Scale Rotation Dense Feature Pyramid Networks


Jun 12, 2018
Xue Yang, Hao Sun, Kun Fu, Jirui Yang, Xian Sun, Menglong Yan, Zhi Guo

* Remote Sens. 2018, 10, 132 
* 14 pages, 11 figures 

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Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making


Feb 24, 2017
Fei Han, Xue Yang, Yu Zhang, Hao Zhang

* 8 pages, 6 figures, accepted by ICRA'17 

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Simultaneous Feature and Body-Part Learning for Real-Time Robot Awareness of Human Behaviors


Feb 24, 2017
Fei Han, Xue Yang, Christopher Reardon, Yu Zhang, Hao Zhang

* 8 pages, 6 figures, accepted by ICRA'17 

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Enforcing Template Representability and Temporal Consistency for Adaptive Sparse Tracking


Apr 30, 2016
Xue Yang, Fei Han, Hua Wang, Hao Zhang

* 8 pages. It has been accepted for publication in 25th International Joint Conference on Artificial Intelligence (IJCAI-16) 

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