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Remote Sensing Image Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111560"}

@article{bb115262,
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        TITLE = "Generative Adversarial Networks-Based Semi-Supervised Learning for
Hyperspectral Image Classification",
        JOURNAL = RS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111561"}

@article{bb115263,
        AUTHOR = "He, Z. and Wang, Y. and Hu, J.",
        TITLE = "Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like
Regularization for Hyperspectral Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111562"}

@article{bb115264,
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        TITLE = "Generative Adversarial Networks: An Overview",
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        PAGES = "53-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111563"}

@article{bb115265,
        AUTHOR = "Gao, F. and Yang, Y. and Wang, J. and Sun, J.P. and Yang, E. and Zhou, H.Y.",
        TITLE = "A Deep Convolutional Generative Adversarial Networks (DCGANs)-Based
Semi-Supervised Method for Object Recognition in Synthetic Aperture
Radar (SAR) Images",
        JOURNAL = RS,
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        YEAR = "2018",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111564"}

@article{bb115266,
        AUTHOR = "Chang, W.K. and Yang, G.D. and Yu, J.Z. and Liang, Z.Z.",
        TITLE = "Real-time segmentation of various insulators using generative
adversarial networks",
        JOURNAL = IET-CV,
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        YEAR = "2018",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "596-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111565"}

@article{bb115267,
        AUTHOR = "Biggio, B. and Roli, F.",
        TITLE = "Wild patterns: Ten years after the rise of adversarial machine
learning",
        JOURNAL = PR,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111566"}

@article{bb115268,
        AUTHOR = "Zhu, L. and Chen, Y. and Ghamisi, P. and Benediktsson, J.A.",
        TITLE = "Generative Adversarial Networks for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
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        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5046-5063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111567"}

@article{bb115269,
        AUTHOR = "Zheng, R.B. and Wu, G.Q. and Yan, C. and Zhang, R. and Luo, Z. and Yan, B.P.",
        TITLE = "Exploration in Mapping Kernel-Based Home Range Models from Remote
Sensing Imagery with Conditional Adversarial Networks",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111568"}

@article{bb115270,
        AUTHOR = "Liu, X.L. and van de Weijer, J. and Bagdanov, A.D.",
        TITLE = "Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1862-1878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111569"}

@article{bb115271,
        AUTHOR = "Borji, A.",
        TITLE = "Pros and cons of GAN evaluation measures",
        JOURNAL = CVIU,
        VOLUME = "179",
        YEAR = "2019",
        PAGES = "41-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111570"}

@article{bb115272,
        AUTHOR = "Ding, S. and Wallin, A.",
        TITLE = "Towards recovery of conditional vectors from conditional generative
adversarial networks",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "66-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111571"}

@article{bb115273,
        AUTHOR = "Chen, L.Q. and Wang, P. and Dong, H. and Shi, F. and Han, J. and Guo, Y. and Childs, P.R.N. and Xiao, J. and Wu, C.",
        TITLE = "An artificial intelligence based data-driven approach for design
ideation",
        JOURNAL = JVCIR,
        VOLUME = "61",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111572"}

@article{bb115274,
        AUTHOR = "Miyato, T. and Maeda, S.I. and Koyama, M. and Ishii, S.",
        TITLE = "Virtual Adversarial Training: A Regularization Method for Supervised
and Semi-Supervised Learning",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1979-1993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111573"}

@article{bb115275,
        AUTHOR = "Deng, C. and Yang, E. and Liu, T. and Li, J. and Liu, W. and Tao, D.",
        TITLE = "Unsupervised Semantic-Preserving Adversarial Hashing for Image Search",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4032-4044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111574"}

@article{bb115276,
        AUTHOR = "Wang, X. and Tan, K. and Du, Q. and Chen, Y. and Du, P.",
        TITLE = "Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7232-7245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111575"}

@article{bb115277,
        AUTHOR = "Mopuri, K.R. and Ganeshan, A. and Babu, R.V.",
        TITLE = "Generalizable Data-Free Objective for Crafting Universal Adversarial
Perturbations",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2452-2465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111576"}

@inproceedings{bb115278,
        AUTHOR = "Akimoto, N. and Kasai, S. and Hayashi, M. and Aoki, Y.",
        TITLE = "360-Degree Image Completion by Two-Stage Conditional GANs",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4704-4708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111577"}

@article{bb115279,
        AUTHOR = "Mao, X.D. and Li, Q. and Xie, H.R. and Lau, R.Y.K. and Wang, Z. and Smolley, S.P.",
        TITLE = "On the Effectiveness of Least Squares Generative Adversarial Networks",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2947-2960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111578"}

@inproceedings{bb115280,
        AUTHOR = "Mao, X.D. and Li, Q. and Xie, H.R. and Lau, R.Y.K. and Wang, Z. and Smolley, S.P.",
        TITLE = "Least Squares Generative Adversarial Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2813-2821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111579"}

@article{bb115281,
        AUTHOR = "Sun, Y. and Chen, J. and Liu, Q.S. and Liu, G.C.",
        TITLE = "Learning image compressed sensing with sub-pixel convolutional
generative adversarial network",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111580"}

@article{bb115282,
        AUTHOR = "Long, M.S. and Cao, Y. and Cao, Z.J. and Wang, J.M. and Jordan, M.I.",
        TITLE = "Transferable Representation Learning with Deep Adaptation Networks",
        JOURNAL = PAMI,
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        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3071-3085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111581"}

@inproceedings{bb115283,
        AUTHOR = "Cao, Z.J. and Long, M.S. and Wang, J.M. and Jordan, M.I.",
        TITLE = "Partial Transfer Learning with Selective Adversarial Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2724-2732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111582"}

@article{bb115284,
        AUTHOR = "Wojna, Z. and Ferrari, V. and Guadarrama, S. and Silberman, N. and Chen, L.C. and Fathi, A. and Uijlings, J.",
        TITLE = "The Devil is in the Decoder: Classification, Regression and GANs",
        JOURNAL = IJCV,
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        YEAR = "2019",
        NUMBER = "11-12",
        MONTH = "December",
        PAGES = "1694-1706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111583"}

@article{bb115285,
        AUTHOR = "Xie, J.W. and Lu, Y. and Gao, R.Q. and Zhu, S.C. and Wu, Y.N.",
        TITLE = "Cooperative Training of Descriptor and Generator Networks",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111584"}

@article{bb115286,
        AUTHOR = "Yu, Y. and Li, X. and Liu, F.",
        TITLE = "Attention GANs: Unsupervised Deep Feature Learning for Aerial Scene
Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "519-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111585"}

@article{bb115287,
        AUTHOR = "Wei, G. and Luo, M. and Liu, H. and Zhang, D.H. and Zheng, Q.H.",
        TITLE = "Progressive generative adversarial networks with reliable sample
identification",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "91-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111586"}

@article{bb115288,
        AUTHOR = "Hang, J. and Han, K. and Chen, H. and Li, Y.",
        TITLE = "Ensemble adversarial black-box attacks against deep learning systems",
        JOURNAL = PR,
        VOLUME = "101",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111587"}

@article{bb115289,
        AUTHOR = "Milbich, T. and Ghori, O. and Diego, F. and Ommer, B.",
        TITLE = "Unsupervised representation learning by discovering reliable image
relations",
        JOURNAL = PR,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111588"}

@inproceedings{bb115290,
        AUTHOR = "Lorenz, D. and Bereska, L. and Milbich, T. and Ommer, B.",
        TITLE = "Unsupervised Part-Based Disentangling of Object Shape and Appearance",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10947-10956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111589"}

@article{bb115291,
        AUTHOR = "Zhang, Y.G. and Tian, X.M. and Li, Y. and Wang, X.C. and Tao, D.C.",
        TITLE = "Principal Component Adversarial Example",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "4804-4815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111590"}

@article{bb115292,
        AUTHOR = "Peng, Y. and Zhao, W.T. and Cai, W. and Su, J.S. and Han, B. and Liu, Q.A.",
        TITLE = "Evaluating Deep Learning for Image Classification in Adversarial
Environment",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "825-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111591"}

@article{bb115293,
        AUTHOR = "Feng, J. and Feng, X.L. and Chen, J.T. and Cao, X.H. and Zhang, X.R. and Jiao, L.C. and Yu, T.",
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Attention Mechanism for Hyperspectral Image Classification",
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        YEAR = "2020",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111592"}

@article{bb115294,
        AUTHOR = "Croce, F. and Rauber, J. and Hein, M.",
        TITLE = "Scaling up the Randomized Gradient-Free Adversarial Attack Reveals
Overestimation of Robustness Using Established Attacks",
        JOURNAL = IJCV,
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        NUMBER = "4",
        MONTH = "April",
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@inproceedings{bb115295,
        AUTHOR = "Croce, F. and Hein, M.",
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        BOOKTITLE = GCPR18,
        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111594"}

@article{bb115296,
        AUTHOR = "Qi, M. and Wang, Y. and Li, A. and Luo, J.",
        TITLE = "STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks
for Predictive Scene Parsing",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5420-5430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111595"}

@article{bb115297,
        AUTHOR = "Newson, A. and Almansa, A. and Gousseau, Y. and Ladjal, S.",
        TITLE = "Processing Simple Geometric Attributes with Autoencoders",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "293-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111596"}

@article{bb115298,
        AUTHOR = "Romano, Y. and Aberdam, A. and Sulam, J. and Elad, M.",
        TITLE = "Adversarial Noise Attacks of Deep Learning Architectures:
Stability Analysis via Sparse-Modeled Signals",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "313-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111597"}

@article{bb115299,
        AUTHOR = "Mutlu, U. and Alpaydin, E.",
        TITLE = "Training bidirectional generative adversarial networks with hints",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT111598"}

Last update:Oct 19, 2020 at 15:02:28