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Recursive Least Squares for Training and Pruning Convolutional Neural Networks


Jan 13, 2022
Tianzong Yu, Chunyuan Zhang, Yuan Wang, Meng Ma, Qi Song


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Recursive Least Squares Policy Control with Echo State Network


Jan 13, 2022
Chunyuan Zhang, Chao Liu, Qi Song, Jie Zhao


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Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration


Dec 14, 2021
Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu

* Accepted by AAAI'22 

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Stochastic Actor-Executor-Critic for Image-to-Image Translation


Dec 14, 2021
Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu

* IJCAI 2021 

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Fully Attentional Network for Semantic Segmentation


Dec 08, 2021
Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang

* Accepted by AAAI 2022 

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Time-Frequency Attention for Monaural Speech Enhancement


Nov 17, 2021
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li

* 5 pages, 4 figures, Submitted to ICASSP2022 

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Denoised Non-Local Neural Network for Semantic Segmentation


Oct 27, 2021
Qi Song, Jie Li, Hao Guo, Rui Huang

* submitted to IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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Autonomous Underwater Vehicle-Manipulator Systems Path Planning with RRTAUVMS Algorithm


Sep 11, 2021
Xiaoxu Cao, Linyi Gu, JunChen Mu, Qian Zhang, Qi Song, Chunxiao Liu, Cong Qiu


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Revisiting Recursive Least Squares for Training Deep Neural Networks


Sep 07, 2021
Chunyuan Zhang, Qi Song, Hui Zhou, Yigui Ou, Hongyao Deng, Laurence Tianruo Yang

* 12 pages,5 figures, IEEE Transactions on Neural Networks and Learning Systems under review 

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Transferable Adversarial Examples for Anchor Free Object Detection


Jun 04, 2021
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu

* Accepted as oral in ICME 2021 

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Imperceptible Adversarial Examples for Fake Image Detection


Jun 03, 2021
Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Accepted by ICIP 2021 

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AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing


Mar 10, 2021
Qi Song, Kangfu Mei, Rui Huang

* AAAI 2021 

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Fast Local Attack: Generating Local Adversarial Examples for Object Detectors


Oct 27, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu

* Published in: 2020 International Joint Conference on Neural Networks (IJCNN) 

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ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition


Apr 07, 2020
Qi Song, Qianyi Jiang, Nan Li, Rui Zhang, Xiaolin Wei

* 8 pages, 3 figures 

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Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection


Feb 10, 2020
Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu


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Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting


Feb 05, 2020
Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li


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Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning


Jan 29, 2020
Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu

* Asian Conference on Computer Vision (ACCV). 2018. 511-526 

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ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard


Dec 20, 2019
Xi Liu, Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao, Mingkun Yang, Xiang Bai, Baoguang Shi, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar

* International Conference on Document Analysis and Recognition, 2019 

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DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction


Mar 25, 2019
Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin

* Accepted by the international conference on Information Processing in Medical Imaging (IPMI) 2019 

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Flow Based Self-supervised Pixel Embedding for Image Segmentation


Jan 08, 2019
Bin Ma, Shubao Liu, Yingxuan Zhi, Qi Song


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Residual Attention based Network for Hand Bone Age Assessment


Dec 21, 2018
Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin


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Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning


Apr 28, 2017
Sarfaraz Hussein, Kunlin Cao, Qi Song, Ulas Bagci

* Information Processing in Medical Imaging. IPMI 2017. Lecture Notes in Computer Science, vol 10265. Springer, Cham 
* Accepted for publication at Information Processing in Medical Imaging (IPMI) 2017 

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TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process


Mar 02, 2017
Sarfaraz Hussein, Robert Gillies, Kunlin Cao, Qi Song, Ulas Bagci

* Accepted for publication in IEEE International Symposium on Biomedical Imaging (ISBI) 2017 

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