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        TITLE = "A MultiPath Network for Object Detection",
        BOOKTITLE = BMVC16,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155260"}

@inproceedings{bb159401,
        AUTHOR = "Tripathi, S. and Lipton, Z. and Belongie, S. and Nguyen, T.",
        TITLE = "Context Matters: Refining Object Detection in Video with Recurrent
Neural Networks",
        BOOKTITLE = BMVC16,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155261"}

@inproceedings{bb159402,
        AUTHOR = "Lou, Y. and Fu, G. and Jiang, Z. and Men, A. and Zhou, Y.",
        TITLE = "Improve object detection via a multi-feature and multi-task CNN model",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155262"}

@inproceedings{bb159403,
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        TITLE = "Single shot object detection with top-down refinement",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
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@inproceedings{bb159404,
        AUTHOR = "Li, J. and Qian, J.J. and Yang, J.",
        TITLE = "Object detection via feature fusion based single network",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3390-3394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155264"}

@inproceedings{bb159405,
        AUTHOR = "Guo, Y. and Guo, X. and Jiang, Z. and Zhou, Y.",
        TITLE = "Cascaded convolutional neural networks for object detection",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155265"}

@inproceedings{bb159406,
        AUTHOR = "Guo, Y. and Guo, X. and Jiang, Z. and Men, A. and Zhou, Y.",
        TITLE = "Real-time object detection by a multi-feature fully convolutional
network",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "670-674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155266"}

@inproceedings{bb159407,
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        TITLE = "Gated additive skip context connection for object detection",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155267"}

@inproceedings{bb159408,
        AUTHOR = "Li, T. and Zhao, X.",
        TITLE = "Cost efficient subcategory-aware CNN for object detection",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4202-4206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155268"}

@inproceedings{bb159409,
        AUTHOR = "Rezatofighi, S.H. and Vijay Kumar, B.G. and Milan, A. and Abbasnejad, M.E. and Dick, A. and Reid, I.D.",
        TITLE = "DeepSetNet: Predicting Sets with Deep Neural Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5257-5266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155269"}

@inproceedings{bb159410,
        AUTHOR = "Gadde, R. and Jampani, V. and Gehler, P.V.",
        TITLE = "Semantic Video CNNs Through Representation Warping",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4463-4472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155270"}

@inproceedings{bb159411,
        AUTHOR = "Kim, D. and Cho, D. and Yoo, D.",
        TITLE = "Two-Phase Learning for Weakly Supervised Object Localization",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3554-3563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155271"}

@inproceedings{bb159412,
        AUTHOR = "Zhou, H. and Li, Z. and Ning, C. and Tang, J.",
        TITLE = "CAD: Scale Invariant Framework for Real-Time Object Detection",
        BOOKTITLE = AutoRob17,
        YEAR = "2017",
        PAGES = "760-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155272"}

@inproceedings{bb159413,
        AUTHOR = "Zhang, R. and Tang, S. and Zhang, Y.D. and Li, J.T. and Yan, S.C.",
        TITLE = "Scale-Adaptive Convolutions for Scene Parsing",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2050-2058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155273"}

@inproceedings{bb159414,
        AUTHOR = "Xu, H. and Dong, M. and Zhong, Z.",
        TITLE = "Directionally Convolutional Networks for 3D Shape Segmentation",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2717-2726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155274"}

@inproceedings{bb159415,
        AUTHOR = "Liu, Y. and Li, H. and Yan, J. and Wei, F. and Wang, X. and Tang, X.",
        TITLE = "Recurrent Scale Approximation for Object Detection in CNN",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "571-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155275"}

@inproceedings{bb159416,
        AUTHOR = "Moniruzzaman, M. and Islam, S.M.S. and Bennamoun, M. and Lavery, P.",
        TITLE = "Deep Learning on Underwater Marine Object Detection: A Survey",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
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@inproceedings{bb159417,
        AUTHOR = "Li, Q.Q. and Jin, S.Y. and Yan, J.J.",
        TITLE = "Mimicking Very Efficient Network for Object Detection",
        BOOKTITLE = CVPR17,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155277"}

@inproceedings{bb159418,
        AUTHOR = "Kong, X.Y. and Xin, B. and Wang, Y.Z. and Hua, G.",
        TITLE = "Collaborative Deep Reinforcement Learning for Joint Object Search",
        BOOKTITLE = CVPR17,
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@inproceedings{bb159419,
        AUTHOR = "Jetley, S. and Sapienza, M. and Golodetz, S. and Torr, P.H.S.",
        TITLE = "Straight to Shapes: Real-Time Detection of Encoded Shapes",
        BOOKTITLE = CVPR17,
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@inproceedings{bb159420,
        AUTHOR = "Zhang, X.L. and Wei, Y.C. and Kang, G.L. and Yang, Y. and Huang, T.S.",
        TITLE = "Self-produced Guidance for Weakly-Supervised Object Localization",
        BOOKTITLE = ECCV18,
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        PAGES = "XII: 610-625",
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@inproceedings{bb159421,
        AUTHOR = "Jie, Z.Q. and Wei, Y.C. and Jin, X.J. and Feng, J.S. and Liu, W.",
        TITLE = "Deep Self-Taught Learning for Weakly Supervised Object Localization",
        BOOKTITLE = CVPR17,
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@inproceedings{bb159422,
        AUTHOR = "Wu, B. and Iandola, F. and Jin, P.H. and Keutzer, K.",
        TITLE = "SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural
Networks for Real-Time Object Detection for Autonomous Driving",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155282"}

@inproceedings{bb159423,
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@inproceedings{bb159424,
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        TITLE = "Refining faster-RCNN for accurate object detection",
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@inproceedings{bb159425,
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        TITLE = "StuffNet: Using 'Stuff' to Improve Object Detection",
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        PAGES = "934-943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155285"}

@inproceedings{bb159426,
        AUTHOR = "Xiang, Y. and Choi, W. and Lin, Y. and Savarese, S.",
        TITLE = "Subcategory-Aware Convolutional Neural Networks for Object Proposals
and Detection",
        BOOKTITLE = WACV17,
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@inproceedings{bb159427,
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        AUTHOR = "Valipour, S. and Siam, M. and Jagersand, M. and Ray, N.",
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@inproceedings{bb159429,
        AUTHOR = "Guo, S.X. and Liu, L. and Wang, W. and Lao, S.Y. and Wang, L.",
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@inproceedings{bb159430,
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        TITLE = "AutoMarkov DNNs for object classification",
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@inproceedings{bb159431,
        AUTHOR = "Sun, M. and Han, T.X. and Liu, M.C. and Khodayari Rostamabad, A.",
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recognition",
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@inproceedings{bb159432,
        AUTHOR = "Chen, C.Y. and Liu, M.Y. and Tuzel, O. and Xiao, J.X.",
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@inproceedings{bb159433,
        AUTHOR = "Wang, Y. and Cui, C. and Zhou, X.Z. and Deng, W.H.",
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Efficient Deep Learning for Real Object Recognition Based on 3D Models",
        BOOKTITLE = ACCV16,
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@inproceedings{bb159434,
        AUTHOR = "Nishida, K. and Hotta, K.",
        TITLE = "Particle Detection in Crowd Regions Using Cumulative Score of CNN",
        BOOKTITLE = ISVC16,
        YEAR = "2016",
        PAGES = "II: 566-575",
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@inproceedings{bb159435,
        AUTHOR = "Wang, C. and Siddiqi, K.",
        TITLE = "Differential Geometry Boosts Convolutional Neural Networks for Object
Detection",
        BOOKTITLE = DIFF-CV16,
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@inproceedings{bb159436,
        AUTHOR = "Tran, D. and Wang, H. and Feiszli, M. and Torresani, L.",
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        BOOKTITLE = ICCV19,
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@inproceedings{bb159437,
        AUTHOR = "Tran, D. and Bourdev, L. and Fergus, R. and Torresani, L. and Paluri, M.",
        TITLE = "Deep End2End Voxel2Voxel Prediction",
        BOOKTITLE = DeepLearn-C16,
        YEAR = "2016",
        PAGES = "402-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155297"}

@inproceedings{bb159438,
        AUTHOR = "Yang, B. and Yan, J.J. and Lei, Z. and Li, S.Z.",
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        PAGES = "6043-6051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155298"}

@inproceedings{bb159439,
        AUTHOR = "Li, C.Y. and Stevens, A. and Chen, C.Y. and Pu, Y.C. and Gan, Z. and Carin, L.",
        TITLE = "Learning Weight Uncertainty with Stochastic Gradient MCMC for Shape
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155299"}

@inproceedings{bb159440,
        AUTHOR = "Qi, C.R. and Su, H. and Nießner, M. and Dai, A. and Yan, M.Y. and Guibas, L.J.",
        TITLE = "Volumetric and Multi-view CNNs for Object Classification on 3D Data",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5648-5656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155300"}

@inproceedings{bb159441,
        AUTHOR = "Mathe, S. and Pirinen, A. and Sminchisescu, C.",
        TITLE = "Reinforcement Learning for Visual Object Detection",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2894-2902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155301"}

@inproceedings{bb159442,
        AUTHOR = "Misra, I. and Zitnick, C.L. and Mitchell, M. and Girshick, R.",
        TITLE = "Seeing through the Human Reporting Bias:
Visual Classifiers from Noisy Human-Centric Labels",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2930-2939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155302"}

@inproceedings{bb159443,
        AUTHOR = "Najibi, M. and Rastegari, M. and Davis, L.S.",
        TITLE = "G-CNN: An Iterative Grid Based Object Detector",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2369-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155303"}

@inproceedings{bb159444,
        AUTHOR = "Borji, A. and Izadi, S. and Itti, L.",
        TITLE = "iLab-20M:
A Large-Scale Controlled Object Dataset to Investigate Deep Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2221-2230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155304"}

@article{bb159445,
        AUTHOR = "Chen, X.Z. and Kundu, K. and Zhu, Y. and Ma, H.M. and Fidler, S. and Urtasun, R.",
        TITLE = "3D Object Proposals Using Stereo Imagery for Accurate Object Class
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        JOURNAL = PAMI,
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@inproceedings{bb159446,
        AUTHOR = "Chen, X.Z. and Kundu, K. and Zhang, Z.Y. and Ma, H.M. and Fidler, S. and Urtasun, R.",
        TITLE = "Monocular 3D Object Detection for Autonomous Driving",
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        PAGES = "2147-2156",
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@inproceedings{bb159447,
        AUTHOR = "Hayder, Z. and He, X. and Salzmann, M.",
        TITLE = "Learning to Co-Generate Object Proposals with a Deep Structured
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        YEAR = "2016",
        PAGES = "2565-2573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155307"}

@inproceedings{bb159448,
        AUTHOR = "Jampani, V. and Kiefel, M. and Gehler, P.V.",
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        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4452-4461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155308"}

@inproceedings{bb159449,
        AUTHOR = "Jampani, V. and Gadde, R. and Gehler, P.V.",
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        PAGES = "3154-3164",
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@inproceedings{bb159450,
        AUTHOR = "Gadde, R. and Jampani, V. and Kiefel, M. and Kappler, D. and Gehler, P.V.",
        TITLE = "Superpixel Convolutional Networks Using Bilateral Inceptions",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "I: 597-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT155310"}

@inproceedings{bb159451,
        AUTHOR = "Liu, W. and Anguelov, D. and Erhan, D. and Szegedy, C. and Reed, S. and Fu, C.Y. and Berg, A.C.",
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        PAGES = "I: 21-37",
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@inproceedings{bb159452,
        AUTHOR = "Cai, Z.W. and He, X. and Sun, J. and Vasconcelos, N.M.",
        TITLE = "Deep Learning with Low Precision by Half-Wave Gaussian Quantization",
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@inproceedings{bb159453,
        AUTHOR = "Cai, Z.W. and Fan, Q.F. and Feris, R.S. and Vasconcelos, N.M.",
        TITLE = "A Unified Multi-scale Deep Convolutional Neural Network for Fast Object
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        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 354-370",
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@inproceedings{bb159454,
        AUTHOR = "Krusch, P. and Bochinski, E. and Eiselein, V. and Sikora, T.",
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@inproceedings{bb159455,
        AUTHOR = "Bochinski, E. and Eiselein, V. and Sikora, T.",
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@inproceedings{bb159456,
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@inproceedings{bb159457,
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@inproceedings{bb159458,
        AUTHOR = "Ma, C.H. and Hsu, C.T. and Huet, B.",
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@inproceedings{bb159459,
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@inproceedings{bb159460,
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@inproceedings{bb159461,
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@article{bb159462,
        AUTHOR = "Bengio, Y.",
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@article{bb159465,
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Overview and Future Promise of an Exciting New Technique",
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@inproceedings{bb159466,
        AUTHOR = "Murthy, V.N. and Singh, V. and Chen, T. and Manmatha, R. and Comaniciu, D.",
        TITLE = "Deep Decision Network for Multi-class Image Classification",
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@article{bb159467,
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        TITLE = "Deep Learning Guided Partitioned Shape Model for Anterior Visual
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@article{bb159468,
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classification",
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@article{bb159469,
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        TITLE = "Hierarchical deep neural network for multivariate regression",
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@article{bb159470,
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@article{bb159471,
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@article{bb159472,
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        TITLE = "Deep learning with geodesic moments for 3D shape classification",
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@article{bb159473,
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        TITLE = "Deep similarity network fusion for 3D shape classification",
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@article{bb159474,
        AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
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@article{bb159475,
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convolutional neural networks",
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@inproceedings{bb159476,
        AUTHOR = "Sun, W.C. and Su, F.",
        TITLE = "Regularization of deep neural networks using a novel companion
objective function",
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@inproceedings{bb159477,
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@article{bb159478,
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        TITLE = "Superpixel-based 3D deep neural networks for hyperspectral image
classification",
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@article{bb159479,
        AUTHOR = "Shi, C. and Pun, C.M.",
        TITLE = "Multiscale Superpixel-Based Hyperspectral Image Classification Using
Recurrent Neural Networks With Stacked Autoencoders",
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@article{bb159480,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Deep compare: A study on using convolutional neural networks to
compare image patches",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155340"}

@inproceedings{bb159481,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Learning to compare image patches via convolutional neural networks",
        BOOKTITLE = CVPR15,
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@inproceedings{bb159482,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on
Graphs",
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        YEAR = "2017",
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@inproceedings{bb159483,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "OnionNet: Sharing Features in Cascaded Deep Classifiers",
        BOOKTITLE = BMVC16,
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@article{bb159484,
        AUTHOR = "Liu, N. and Lu, X.K. and Wan, L.H. and Huo, H. and Fang, T.",
        TITLE = "Improving the Separability of Deep Features with Discriminative
Convolution Filters for RSI Classification",
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@article{bb159485,
        AUTHOR = "Liu, Y. and Liu, L. and Guo, Y.M. and Lew, M.S.",
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and classification",
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@article{bb159486,
        AUTHOR = "Ben Hamida, A. and Benoit, A. and Lambert, P. and Ben Amar, C.",
        TITLE = "3-D Deep Learning Approach for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
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        NUMBER = "8",
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        PAGES = "4420-4434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155346"}

@article{bb159487,
        AUTHOR = "Piramanayagam, S. and Saber, E. and Schwartzkopf, W. and Koehler, F.W.",
        TITLE = "Supervised Classification of Multisensor Remotely Sensed Images Using
a Deep Learning Framework",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155347"}

@article{bb159488,
        AUTHOR = "Mountrakis, G. and Li, J. and Lu, X.Q. and Hellwich, O.",
        TITLE = "Deep learning for remotely sensed data",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155348"}

@article{bb159489,
        AUTHOR = "Xu, J. and Wang, C. and Qi, C. and Shi, C. and Xiao, B.",
        TITLE = "Unsupervised Semantic-Based Aggregation of Deep Convolutional
Features",
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        YEAR = "2019",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155349"}

@article{bb159490,
        AUTHOR = "Chevalier, M. and Thome, N. and Henaff, G. and Cord, M.",
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information in deep CNNs",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155350"}

@article{bb159491,
        AUTHOR = "Zhang, Z.X. and Shan, S.G. and Fang, Y. and Shao, L.",
        TITLE = "Deep Learning for Pattern Recognition",
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        YEAR = "2019",
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@article{bb159492,
        AUTHOR = "Wang, J. and Liu, C. and Fu, T. and Zheng, L.",
        TITLE = "Research on automatic target detection and recognition based on deep
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@article{bb159493,
        AUTHOR = "Zhang, J. and Mei, K. and Zheng, Y. and Fan, J.P.",
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image classification",
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@article{bb159494,
        AUTHOR = "Liu, D. and Cheng, B. and Wang, Z.Y. and Zhang, H.C. and Huang, T.S.",
        TITLE = "Enhance Visual Recognition Under Adverse Conditions via Deep Networks",
        JOURNAL = IP,
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        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4401-4412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155354"}

@article{bb159495,
        AUTHOR = "Cai, Z.Y. and Long, Y. and Shao, L.",
        TITLE = "Classification complexity assessment for hyper-parameter optimization",
        JOURNAL = PRL,
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@article{bb159496,
        AUTHOR = "Li, Y.Y. and Zhang, D. and Lee, D.J.",
        TITLE = "IIRNet: A lightweight deep neural network using intensely inverted
residuals for image recognition",
        JOURNAL = IVC,
        VOLUME = "92",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155356"}

@article{bb159497,
        AUTHOR = "He, C. and Zhang, Q.Y. and Qu, T. and Wang, D.W. and Liao, M.S.",
        TITLE = "Remote Sensing and Texture Image Classification Network Based on Deep
Learning Integrated with Binary Coding and Sinkhorn Distance",
        JOURNAL = RS,
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        NUMBER = "23",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155357"}

@article{bb159498,
        AUTHOR = "Tsiligianni, E. and Deligiannis, N.",
        TITLE = "Deep Coupled-Representation Learning for Sparse Linear Inverse
Problems With Side Information",
        JOURNAL = SPLetters,
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "1768-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT155358"}

@article{bb159499,
        AUTHOR = "Guo, J. and Yuan, X. and Xu, P.F. and Bai, H. and Liu, B.Y.",
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        JOURNAL = PRL,
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