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LUAI Challenge 2021 on Learning to Understand Aerial Images


Aug 30, 2021
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Micheal Ying Yang, Shengyang Li, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu

* 7 pages, 2 figures, accepted by ICCVW 2021 

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Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation


Aug 03, 2021
Xiangrong Zhang, Zelin Peng, Peng Zhu, Tianyang Zhang, Chen Li, Huiyu Zhou, Licheng Jiao


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Unsupervised Outlier Detection using Memory and Contrastive Learning


Jul 27, 2021
Ning Huyan, Dou Quan, Xiangrong Zhang, Xuefeng Liang, Jocelyn Chanussot, Licheng Jiao


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Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images


Jul 25, 2021
Tianyang Zhang, Xiangrong Zhang, Peng Zhu, Xu Tang, Chen Li, Licheng Jiao, Huiyu Zhou

* 14 pages 

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Label Distribution Amendment with Emotional Semantic Correlations for Facial Expression Recognition


Jul 23, 2021
Shasha Mao, Guanghui Shi, Licheng Jiao, Shuiping Gou, Yangyang Li, Lin Xiong, Boxin Shi


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GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray images


Jul 14, 2021
Baolian Qi, Gangming Zhao, Xin Wei, Chaowei Fang, Chengwei Pan, Jinpeng Li, Huiguang He, Licheng Jiao

* 10 pages, 6 figures 

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Quantized Neural Networks via {-1, +1} Encoding Decomposition and Acceleration


Jun 18, 2021
Qigong Sun, Xiufang Li, Fanhua Shang, Hongying Liu, Kang Yang, Licheng Jiao, Zhouchen Lin

* arXiv admin note: substantial text overlap with arXiv:1905.13389 

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Balanced Coarsening for Multilevel Hypergraph Partitioning via Wasserstein Discrepancy


Jun 14, 2021
Zhicheng Guo, Jiaxuan Zhao, Licheng Jiao, Xu Liu


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More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation


May 07, 2021
Shuang Wang, Dong Zhao, Yi Li, Chi Zhang, Yuwei Guo, Qi Zang, Biao Hou, Licheng Jiao


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One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment


May 04, 2021
Qigong Sun, Xiufang Li, Yan Ren, Zhongjian Huang, Xu Liu, Licheng Jiao, Fang Liu


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MWQ: Multiscale Wavelet Quantized Neural Networks


Mar 09, 2021
Qigong Sun, Yan Ren, Licheng Jiao, Xiufang Li, Fanhua Shang, Fang Liu


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Effective and Fast: A Novel Sequential Single Path Search for Mixed-Precision Quantization


Mar 04, 2021
Qigong Sun, Licheng Jiao, Yan Ren, Xiufang Li, Fanhua Shang, Fang Liu


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Boosting Gradient for White-Box Adversarial Attacks


Oct 21, 2020
Hongying Liu, Zhenyu Zhou, Fanhua Shang, Xiaoyu Qi, Yuanyuan Liu, Licheng Jiao

* 9 pages,6 figures 

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Contralaterally Enhanced Networks for Thoracic Disease Detection


Oct 09, 2020
Gangming Zhao, Chaowei Fang, Guanbin Li, Licheng Jiao, Yizhou Yu

* submitted to TMI 

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A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection


Jun 21, 2020
Rongfang Wang, Fan Ding, Licheng Jiao, Jia-Wei Chen, Bo Liu, Wenping Ma, Mi Wang


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MultiResolution Attention Extractor for Small Object Detection


Jun 10, 2020
Fan Zhang, Licheng Jiao, Lingling Li, Fang Liu, Xu Liu

* 11 pages, 5 figures 

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Counterfactual Detection meets Transfer Learning


May 27, 2020
Kelechi Nwaike, Licheng Jiao

* 6 pages 

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A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images


May 22, 2020
Jia-Wei Chen, Rongfang Wang, Fan Ding, Bo Liu, Licheng Jiao, Jie Zhang

* Remote Sens. 2020, 12, 1619 

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PolSF: PolSAR image dataset on San Francisco


Dec 16, 2019
Xu Liu, Licheng Jiao, Fang Liu


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Hierarchical Feature-Aware Tracking


Oct 18, 2019
Wenhua Zhang, Licheng Jiao, Jia Liu


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signADAM: Learning Confidences for Deep Neural Networks


Jul 21, 2019
Dong Wang, Yicheng Liu, Wenwo Tang, Fanhua Shang, Hongying Liu, Qigong Sun, Licheng Jiao

* 11 pages, 7 figures 

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A Survey of Deep Learning-based Object Detection


Jul 11, 2019
Licheng Jiao, Fan Zhang, Fang Liu, Shuyuan Yang, Lingling Li, Zhixi Feng, Rong Qu

* 29 pages,12 figures 

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SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance


Jun 19, 2019
Rongfang Wang, Jia-Wei Chen, Yule Wang, Licheng Jiao, Mi Wang


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Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net


Jun 19, 2019
Rongfang Wang, Jie Zhang, Jia-Wei Chen, Licheng Jiao, Mi Wang


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PolSAR Image Classification based on Polarimetric Scattering Coding and Sparse Support Matrix Machine


Jun 17, 2019
Xu Liu, Licheng Jiao, Dan Zhang, Fang Liu

* IGARSS2019 
* arXiv admin note: text overlap with arXiv:1807.02975 

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Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification


Jun 09, 2019
Xiufang Li, Qigong Sun, Lingling Li, Zhongle Ren, Fang Liu, Licheng Jiao


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Semi-supervised Complex-valued GAN for Polarimetric SAR Image Classification


Jun 09, 2019
Qigong Sun, Xiufang Li, Lingling Li, Xu Liu, Fang Liu, Licheng Jiao


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Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1


May 31, 2019
Qigong Sun, Fanhua Shang, Kang Yang, Xiufang Li, Yan Ren, Licheng Jiao

* 9 pages, 2 figures, Proc. 33rd AAAI Conf. Artif. Intell., 2019 

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Complex Scene Classification of PolSAR Imagery based on a Self-paced Learning Approach


Mar 18, 2019
Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare


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