Cellular structure image classification with small targeted training samples
暂无分享,去创建一个
Zi Wang | Dali Wang | Zheng Lu | Anthony Santella | Yichi Xu | Chengcheng Li | Zhirong Bao | Z. Bao | A. Santella | Yichi Xu | Z. Wang | Dali Wang | Chengcheng Li | Zheng Lu
[1] Alexei A. Efros,et al. Unsupervised Visual Representation Learning by Context Prediction , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[2] Jeffrey Dean,et al. Scalable and accurate deep learning with electronic health records , 2018, npj Digital Medicine.
[3] Jonathon Shlens,et al. Conditional Image Synthesis with Auxiliary Classifier GANs , 2016, ICML.
[4] Juan Carlos Fernández,et al. Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms , 2014, Ann. Oper. Res..
[5] Dene L. Farrell,et al. SEGGA: a toolset for rapid automated analysis of epithelial cell polarity and dynamics , 2017, Development.
[6] Molly J. Harding,et al. The roles and regulation of multicellular rosette structures during morphogenesis , 2014, Development.
[7] Dinesh Kumar,et al. SHORT ARTICLE , 2006 .
[8] Yoshua Bengio,et al. Generative Adversarial Nets , 2014, NIPS.
[9] Hairong Qi,et al. Fast-Converging Conditional Generative Adversarial Networks for Image Synthesis , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[10] Paolo Favaro,et al. Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles , 2016, ECCV.
[11] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[12] Jennifer A Zallen,et al. Multicellular rosette formation links planar cell polarity to tissue morphogenesis. , 2006, Developmental cell.
[13] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[14] Soumith Chintala,et al. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks , 2015, ICLR.
[15] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[16] Léon Bottou,et al. Towards Principled Methods for Training Generative Adversarial Networks , 2017, ICLR.
[17] Hanan Samet,et al. Pruning Filters for Efficient ConvNets , 2016, ICLR.
[18] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[19] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[20] Polina Golland,et al. Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning , 2009, Proceedings of the National Academy of Sciences.
[21] Kevin W Eliceiri,et al. NIH Image to ImageJ: 25 years of image analysis , 2012, Nature Methods.
[22] Z. Bao,et al. A multicellular rosette-mediated collective dendrite extension , 2018, bioRxiv.
[24] Timo Aila,et al. Pruning Convolutional Neural Networks for Resource Efficient Inference , 2016, ICLR.
[25] Thomas Brox,et al. Striving for Simplicity: The All Convolutional Net , 2014, ICLR.
[26] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[27] T. Perkins,et al. PCP and SAX-3/Robo Pathways Cooperate to Regulate Convergent Extension-Based Nerve Cord Assembly in C. elegans. , 2017, Developmental cell.
[28] Qiang Yang,et al. A Survey on Transfer Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.