AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images (English)
- New search for: Xie, Hai
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- New search for: Chen, Guozhen
- Further information on Chen, Guozhen:
- https://orcid.org/0000-0003-4598-8879
- New search for: Elazab, Ahmed
- Further information on Elazab, Ahmed:
- https://orcid.org/0000-0002-6110-7886
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In:
Neural Networks
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132
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477-490
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2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images
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Contributors:Xie, Hai ( author ) / Lei, Haijun ( author ) / Zeng, Xianlu ( author ) / He, Yejun ( author ) / Chen, Guozhen ( author ) / Elazab, Ahmed ( author ) / Yue, Guanghui ( author ) / Wang, Jiantao ( author ) / Zhang, Guoming ( author ) / Lei, Baiying ( author )
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Published in:Neural Networks ; 132 ; 477-490
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2020-09-06
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Size:14 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 132
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov–Smirnov boundsKovalev, Maxim S. / Utkin, Lev V. et al. | 2020
- 19
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Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learningMatsuki, Toshitaka / Shibata, Katsunari et al. | 2020
- 30
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Event-driven control with critic learning for nonlinear systemsYang, Xiong / Gao, Zhongke / Zhang, Jinhui et al. | 2020
- 43
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High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scansHamghalam, Mohammad / Wang, Tianfu / Lei, Baiying et al. | 2020
- 53
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Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answeringYang, Min / Chen, Lei / Lyu, Ziyu / Liu, Junhao / Shen, Ying / Wu, Qingyao et al. | 2020
- 66
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CariGAN: Caricature generation through weakly paired adversarial learningLi, Wenbin / Xiong, Wei / Liao, Haofu / Huo, Jing / Gao, Yang / Luo, Jiebo et al. | 2020
- 75
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Exploiting bi-directional global transition patterns and personal preferences for missing POI category identificationXi, Dongbo / Zhuang, Fuzhen / Liu, Yanchi / Zhu, Hengshu / Zhao, Pengpeng / Tan, Chang / He, Qing et al. | 2020
- 84
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Improved dual-scale residual network for image super-resolutionLiu, Huan / Cao, Feilong et al. | 2020
- 96
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Emotional EEG classification using connectivity features and convolutional neural networksMoon, Seong-Eun / Chen, Chun-Jui / Hsieh, Cho-Jui / Wang, Jane-Ling / Lee, Jong-Seok et al. | 2020
- 108
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Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differencesHe, Weihua / Wu, YuJie / Deng, Lei / Li, Guoqi / Wang, Haoyu / Tian, Yang / Ding, Wei / Wang, Wenhui / Xie, Yuan et al. | 2020
- 121
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and - state estimation for delayed memristive neural networks on finite horizon: The Round-Robin protocolLiu, Hongjian / Wang, Zidong / Fei, Weiyin / Li, Jiahui et al. | 2020
- 131
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Learning image features with fewer labels using a semi-supervised deep convolutional networkdos Santos, Fernando P. / Zor, Cemre / Kittler, Josef / Ponti, Moacir A. et al. | 2020
- 144
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Unsupervised spectral mapping and feature selection for hyperspectral anomaly detectionXie, Weiying / Li, Yunsong / Lei, Jie / Yang, Jian / Li, Jiaojiao / Jia, Xiuping / Li, Zhen et al. | 2020
- 155
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Frequency-dependent organization of the brain’s functional network through delayed-interactionsZiaeemehr, Abolfazl / Zarei, Mina / Valizadeh, Alireza / Mirasso, Claudio R. et al. | 2020
- 166
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SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systemsJin, Pengzhan / Zhang, Zhen / Zhu, Aiqing / Tang, Yifa / Karniadakis, George Em et al. | 2020
- 180
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MGAT: Multi-view Graph Attention NetworksXie, Yu / Zhang, Yuanqiao / Gong, Maoguo / Tang, Zedong / Han, Chao et al. | 2020
- 190
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Quantum-like influence diagrams for decision-makingMoreira, Catarina / Tiwari, Prayag / Pandey, Hari Mohan / Bruza, Peter / Wichert, Andreas et al. | 2020
- 211
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Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: A gain-scheduled approachLiu, Shuai / Wang, Zidong / Chen, Yun / Wei, Guoliang et al. | 2020
- 220
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Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regressionLe Thi, Hoai An / Le, Hoai Minh / Phan, Duy Nhat / Tran, Bach et al. | 2020
- 232
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Efficient search for informational cores in complex systems: Application to brain networksKitazono, Jun / Kanai, Ryota / Oizumi, Masafumi et al. | 2020
- 245
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Low-rank tensor constrained co-regularized multi-view spectral clusteringXu, Huiling / Zhang, Xiangdong / Xia, Wei / Gao, Quanxue / Gao, Xinbo et al. | 2020
- 253
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A direct approach for function approximation on data defined manifoldsMhaskar, H.N. et al. | 2020
- 269
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Boundary Mittag-Leffler stabilization of fractional reaction–diffusion cellular neural networksLiu, Xiao-Zhen / Li, Ze-Tao / Wu, Kai-Ning et al. | 2020
- 281
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Analysis of the transferability and robustness of GANs evolved for Pareto set approximationsGarciarena, Unai / Mendiburu, Alexander / Santana, Roberto et al. | 2020
- 297
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Real-time gun detection in CCTV: An open problemSalazar González, Jose L. / Zaccaro, Carlos / Álvarez-García, Juan A. / Soria Morillo, Luis M. / Sancho Caparrini, Fernando et al. | 2020
- 309
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Hybrid tensor decomposition in neural network compressionWu, Bijiao / Wang, Dingheng / Zhao, Guangshe / Deng, Lei / Li, Guoqi et al. | 2020
- 321
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GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR ImagesElazab, Ahmed / Wang, Changmiao / Gardezi, Syed Jamal Safdar / Bai, Hongmin / Hu, Qingmao / Wang, Tianfu / Chang, Chunqi / Lei, Baiying et al. | 2020
- 333
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Multi-label zero-shot learning with graph convolutional networksOu, Guangjin / Yu, Guoxian / Domeniconi, Carlotta / Lu, Xuequan / Zhang, Xiangliang et al. | 2020
- 342
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Exponential synchronization of neural networks with time-varying delays and stochastic impulsesSun, Yifan / Li, Lulu / Liu, Xiaoyang et al. | 2020
- 353
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High-content image generation for drug discovery using generative adversarial networksHussain, Shaista / Anees, Ayesha / Das, Ankit / Nguyen, Binh P. / Marzuki, Mardiana / Lin, Shuping / Wright, Graham / Singhal, Amit et al. | 2020
- 364
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Dual-regression model for visual trackingLi, Xin / Liu, Qiao / Fan, Nana / Zhou, Zikun / He, Zhenyu / Jing, Xiao-yuan et al. | 2020
- 375
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Learning to select actions shapes recurrent dynamics in the corticostriatal systemMárton, Christian D. / Schultz, Simon R. / Averbeck, Bruno B. et al. | 2020
- 394
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Deconvolutional neural network for image super-resolutionCao, Feilong / Yao, Kaixuan / Liang, Jiye et al. | 2020
- 405
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Neurodynamical classifiers with low model complexityPant, Himanshu / Soman, Sumit / Jayadeva / Bhaya, Amit et al. | 2020
- 416
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On the robustness of skeleton detection against adversarial attacksBai, Xiuxiu / Yang, Ming / Liu, Zhe et al. | 2020
- 428
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High-dimensional dynamics of generalization error in neural networksAdvani, Madhu S. / Saxe, Andrew M. / Sompolinsky, Haim et al. | 2020
- 447
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Event-triggered impulsive synchronization of discrete-time coupled neural networks with stochastic perturbations and multiple delaysLi, Huiyuan / Fang, Jian-an / Li, Xiaofan / Rutkowski, Leszek / Huang, Tingwen et al. | 2020
- 461
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Latent Dirichlet allocation based generative adversarial networksPan, Lili / Cheng, Shen / Liu, Jian / Tang, Peijun / Wang, Bowen / Ren, Yazhou / Xu, Zenglin et al. | 2020
- 477
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AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy imagesXie, Hai / Lei, Haijun / Zeng, Xianlu / He, Yejun / Chen, Guozhen / Elazab, Ahmed / Yue, Guanghui / Wang, Jiantao / Zhang, Guoming / Lei, Baiying et al. | 2020
- 491
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Self-grouping convolutional neural networksGuo, Qingbei / Wu, Xiao-Jun / Kittler, Josef / Feng, Zhiquan et al. | 2020
- 506
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Lower dimensional kernels for video discriminatorsKahembwe, Emmanuel / Ramamoorthy, Subramanian et al. | 2020
- 521
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Human interaction behavior modeling using Generative Adversarial NetworksNishimura, Yusuke / Nakamura, Yutaka / Ishiguro, Hiroshi et al. | 2020
- 532
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An improved Lyapunov functional with application to stability of Cohen–Grossberg neural networks of neutral-type with multiple delaysFaydasicok, Ozlem et al. | 2020
- I
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Current Events| 2020
- II
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INN/ENNS/JNNS - Membership Applic. Form| 2020
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Editorial Board| 2020
- iii
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Announcement of the Neural Networks Best Paper AwardDoya, Kenji / Wang, DeLiang et al. | 2020