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@inproceedings{bb106301,
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@inproceedings{bb106302,
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@inproceedings{bb106303,
        AUTHOR = "Monti, F. and Boscaini, D. and Masci, J. and Rodola, E. and Svoboda, J. and Bronstein, M.M.",
        TITLE = "Geometric Deep Learning on Graphs and Manifolds Using Mixture Model
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@inproceedings{bb106304,
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@inproceedings{bb106305,
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@inproceedings{bb106306,
        AUTHOR = "Zha, S.X. and Luisier, F. and Andrews, W. and Srivastava, N. and Salakhutdinov, R.",
        TITLE = "Exploiting Image-trained CNN Architectures for Unconstrained Video
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@inproceedings{bb106307,
        AUTHOR = "Raj, A. and Namboodiri, V.P. and Tuytelaars, T.",
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@inproceedings{bb106308,
        AUTHOR = "Graham, B.",
        TITLE = "Sparse 3D convolutional neural networks",
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@inproceedings{bb106309,
        AUTHOR = "Thewlis, J. and Zheng, S. and Torr, P.H.S. and Vedaldi, A.",
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@inproceedings{bb106310,
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        TITLE = "Weakly Supervised Deep Detection Networks",
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@inproceedings{bb106311,
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        TITLE = "R-CNN minus R",
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@inproceedings{bb106312,
        AUTHOR = "Yang, M. and Li, B. and Fan, H.Q. and Jiang, Y.N.",
        TITLE = "Randomized spatial pooling in deep convolutional networks for scene
recognition",
        BOOKTITLE = ICIP15,
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@inproceedings{bb106313,
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@inproceedings{bb106314,
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random fields for scene labeling",
        BOOKTITLE = ICIP16,
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@inproceedings{bb106315,
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feature learning",
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@inproceedings{bb106316,
        AUTHOR = "Kang, S.H. and Lee, D.H. and Yoo, C.D.",
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@inproceedings{bb106317,
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neural networks",
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@inproceedings{bb106318,
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@inproceedings{bb106319,
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@inproceedings{bb106320,
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@inproceedings{bb106321,
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@inproceedings{bb106322,
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        TITLE = "Deepdocclassifier:
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@inproceedings{bb106323,
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@inproceedings{bb106324,
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@inproceedings{bb106325,
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@inproceedings{bb106326,
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@inproceedings{bb106327,
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@inproceedings{bb106328,
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@inproceedings{bb106329,
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@inproceedings{bb106330,
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@inproceedings{bb106331,
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@inproceedings{bb106332,
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@inproceedings{bb106333,
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@inproceedings{bb106334,
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@inproceedings{bb106335,
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@inproceedings{bb106336,
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@inproceedings{bb106337,
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@inproceedings{bb106338,
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@inproceedings{bb106339,
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@inproceedings{bb106340,
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@inproceedings{bb106341,
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@inproceedings{bb106342,
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@inproceedings{bb106343,
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@inproceedings{bb106344,
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@inproceedings{bb106345,
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@inproceedings{bb106346,
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@inproceedings{bb106347,
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@inproceedings{bb106348,
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@inproceedings{bb106349,
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@inproceedings{bb106350,
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@inproceedings{bb106352,
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@inproceedings{bb106354,
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@inproceedings{bb106361,
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@inproceedings{bb106362,
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@article{bb106363,
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hybrid learning",
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@article{bb106364,
        AUTHOR = "Xu, G. and Wu, H.Z. and Shi, Y.Q.",
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@article{bb106365,
        AUTHOR = "Nogueira, K. and Penatti, O.A.B. and dos Santos, J.A.",
        TITLE = "Towards better exploiting convolutional neural networks for remote
sensing scene classification",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "539-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102798"}

@inproceedings{bb106366,
        AUTHOR = "Penatti, O.A.B. and Nogueira, K. and dos Santos, J.A.",
        TITLE = "Do deep features generalize from everyday objects to remote sensing
and aerial scenes domains?",
        BOOKTITLE = EarthObserv15,
        YEAR = "2015",
        PAGES = "44-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102799"}

@article{bb106367,
        AUTHOR = "Kuo, C.C.J.",
        TITLE = "Understanding convolutional neural networks with a mathematical model",
        JOURNAL = JVCIR,
        VOLUME = "41",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "406-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102800"}

@article{bb106368,
        AUTHOR = "Chellappa, R.",
        TITLE = "The changing fortunes of pattern recognition and computer vision",
        JOURNAL = IVC,
        VOLUME = "55, Part 1",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "3-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102801"}

@article{bb106369,
        AUTHOR = "Xu, C. and Lu, C. and Liang, X. and Gao, J. and Zheng, W. and Wang, T. and Yan, S.",
        TITLE = "Multi-loss Regularized Deep Neural Network",
        JOURNAL = CirSysVideo,
        VOLUME = "26",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2273-2283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102802"}

@article{bb106370,
        AUTHOR = "Fan, J.P. and Zhao, T.Y. and Kuang, Z.Z. and Zheng, Y. and Zhang, J. and Yu, J. and Peng, J.Y.",
        TITLE = "HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1923-1938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102803"}

@article{bb106371,
        AUTHOR = "Kuang, Z.Z. and Yu, J. and Li, Z.M. and Zhang, B.P. and Fan, J.P.",
        TITLE = "Integrating multi-level deep learning and concept ontology for
large-scale visual recognition",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "198 - 214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102804"}

@article{bb106372,
        AUTHOR = "Du, B. and Xiong, W. and Wu, J. and Zhang, L.F. and Zhang, L.P. and Tao, D.C.",
        TITLE = "Stacked Convolutional Denoising Auto-Encoders for Feature
Representation",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1017-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102805"}

@article{bb106373,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "Deep Supervised and Contractive Neural Network for SAR Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2442-2459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102806"}

@article{bb106374,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "SAR Image Classification via Deep Recurrent Encoding Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2255-2269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102807"}

@article{bb106375,
        AUTHOR = "Zhang, Z. and Wang, H. and Xu, F. and Jin, Y.Q.",
        TITLE = "Complex-Valued Convolutional Neural Network and Its Application in
Polarimetric SAR Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7177-7188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102808"}

@article{bb106376,
        AUTHOR = "Malik, J.",
        TITLE = "Technical Perspective: What Led Computer Vision to Deep Learning?",
        JOURNAL = CACM,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "82-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102809"}

@article{bb106377,
        AUTHOR = "Krizhevsky, A. and Sutskever, I. and Hinton, G.E.",
        TITLE = "ImageNet Classification with Deep Convolutional Neural Networks",
        JOURNAL = CACM,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "84-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102810"}

@article{bb106378,
        AUTHOR = "Pan, X.Q. and Chen, Y. and Kuo, C.C.J.",
        TITLE = "Design, analysis and application of a volumetric convolutional neural
network",
        JOURNAL = JVCIR,
        VOLUME = "46",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "128-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102811"}

@article{bb106379,
        AUTHOR = "Mishkin, D. and Sergievskiy, N. and Matas, J.",
        TITLE = "Systematic evaluation of convolution neural network advances on the
Imagenet",
        JOURNAL = CVIU,
        VOLUME = "161",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "11-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102812"}

@article{bb106380,
        AUTHOR = "Chen, Z.L. and Wang, J. and Li, W.J. and Li, N. and Wu, H.M. and Wang, D.W.",
        TITLE = "Convolutional neural network with nonlinear competitive units",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "193-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102813"}

@article{bb106381,
        AUTHOR = "Cui, Z. and Niu, Z. and Liu, L. and Yan, S.",
        TITLE = "Layerwise Class-Aware Convolutional Neural Network",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2601-2612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102814"}

@article{bb106382,
        AUTHOR = "Mhalla, A. and Chateau, T. and Maamatou, H. and Gazzah, S. and Ben Amara, N.E.",
        TITLE = "SMC faster R-CNN: Toward a scene-specialized multi-object detector",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102815"}

@inproceedings{bb106383,
        AUTHOR = "Mhalla, A. and Maamatou, H. and Chateau, T. and Gazzah, S. and Ben Amara, N.E.",
        TITLE = "Faster R-CNN Scene Specialization with a Sequential Monte-Carlo
Framework",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102816"}

@article{bb106384,
        AUTHOR = "Cheng, Y. and Wang, D. and Zhou, P. and Zhang, T.",
        TITLE = "Model Compression and Acceleration for Deep Neural Networks:
The Principles, Progress, and Challenges",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "126-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102817"}

@article{bb106385,
        AUTHOR = "Liang, P. and Shi, W.Z. and Zhang, X.K.",
        TITLE = "Remote Sensing Image Classification Based on Stacked Denoising
Autoencoder",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102818"}

@article{bb106386,
        AUTHOR = "Lee, C.Y. and Gallagher, P. and Tu, Z.W.",
        TITLE = "Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "863-875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102819"}

@article{bb106387,
        AUTHOR = "Li, X. and Jie, Z. and Feng, J. and Liu, C.S. and Yan, S.C.",
        TITLE = "Learning with rethinking: Recurrently improving convolutional neural
networks through feedback",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "183-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102820"}

@article{bb106388,
        AUTHOR = "Akilan, T. and Wu, Q.M.J. and Zhang, H.",
        TITLE = "Effect of fusing features from multiple DCNN architectures in image
classification",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1102-1110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102821"}

@article{bb106389,
        AUTHOR = "Ye, J. and Han, Y. and Cha, E.",
        TITLE = "Deep Convolutional Framelets:
A General Deep Learning Framework for Inverse Problems",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "991-1048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102822"}

@article{bb106390,
        AUTHOR = "Fu, R.G. and Li, B. and Gao, Y. and Wang, P.",
        TITLE = "CNN with coarse-to-fine layer for hierarchical classification",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "892-899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102823"}

@article{bb106391,
        AUTHOR = "Liu, C.L. and Ding, W.R. and Wang, X.D. and Zhang, B.C.",
        TITLE = "Hybrid Gabor Convolutional Networks",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "164-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102824"}

@article{bb106392,
        AUTHOR = "Mohammadnia Qaraei, M.R. and Monsefi, R. and Ghiasi Shirazi, K.",
        TITLE = "Convolutional kernel networks based on a convex combination of cosine
kernels",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "127-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102825"}

@inproceedings{bb106393,
        AUTHOR = "Li, P.H. and Xie, J.T. and Wang, Q.L. and Gao, Z.L.",
        TITLE = "Towards Faster Training of Global Covariance Pooling Networks by
Iterative Matrix Square Root Normalization",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "947-955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102826"}

@article{bb106394,
        AUTHOR = "Yin, P. and Zhang, S. and Lyu, J. and Osher, S. and Qi, Y. and Xin, J.",
        TITLE = "BinaryRelax: A Relaxation Approach for Training Deep Neural Networks
with Quantized Weights",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2205-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102827"}

@article{bb106395,
        AUTHOR = "Zhang, Z.H. and Chen, D.D. and Wang, J.J. and Bai, L. and Hancock, E.R.",
        TITLE = "Quantum-based subgraph convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "38-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102828"}

@inproceedings{bb106396,
        AUTHOR = "Xu, C.Y. and Wang, D. and Zhang, Z.H. and Wang, B. and Zhou, D. and Ren, G.J. and Bai, L. and Cui, L.X. and Hancock, E.R.",
        TITLE = "Depth-based Subgraph Convolutional Neural Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1024-1029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102829"}

@article{bb106397,
        AUTHOR = "Yao, J. and Wang, J. and Tsang, I.W. and Zhang, Y. and Sun, J. and Zhang, C. and Zhang, R.",
        TITLE = "Deep Learning From Noisy Image Labels With Quality Embedding",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1909-1922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102830"}

@article{bb106398,
        AUTHOR = "Gong, Z.Q. and Zhong, P. and Hu, W.D. and Hua, Y.M.",
        TITLE = "Joint Learning of the Center Points and Deep Metrics for Land-Use
Classification in Remote Sensing",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102831"}

@article{bb106399,
        AUTHOR = "Zhang, C.L. and Wu, J.X.",
        TITLE = "Improving CNN linear layers with power mean non-linearity",
        JOURNAL = PR,
        VOLUME = "89",
        YEAR = "2019",
        PAGES = "12-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT102832"}

Last update:Jul 14, 2019 at 21:53:00