@inproceedings{bb164800,
        AUTHOR = "Jampani, V. and Gadde, R. and Gehler, P.V.",
        TITLE = "Video Propagation Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3154-3164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160641"}

@inproceedings{bb164801,
        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#TT160642"}

@inproceedings{bb164802,
        AUTHOR = "Liu, W. and Anguelov, D. and Erhan, D. and Szegedy, C. and Reed, S. and Fu, C.Y. and Berg, A.C.",
        TITLE = "SSD: Single Shot MultiBox Detector",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "I: 21-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160643"}

@inproceedings{bb164803,
        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",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5406-5414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160644"}

@inproceedings{bb164804,
        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
Detection",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 354-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160645"}

@inproceedings{bb164805,
        AUTHOR = "Krusch, P. and Bochinski, E. and Eiselein, V. and Sikora, T.",
        TITLE = "A consistent two-level metric for evaluation of automated abandoned
object detection methods",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4352-4356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160646"}

@inproceedings{bb164806,
        AUTHOR = "Bochinski, E. and Eiselein, V. and Sikora, T.",
        TITLE = "Training a convolutional neural network for multi-class object
detection using solely virtual world data",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "278-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160647"}

@inproceedings{bb164807,
        AUTHOR = "Cervantes, E. and Yu, L.L. and Bagdanov, A.D. and Masana, M. and van de Weijer, J.",
        TITLE = "Hierarchical part detection with deep neural networks",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1933-1937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160648"}

@inproceedings{bb164808,
        AUTHOR = "Kuo, W. and Hariharan, B. and Malik, J.",
        TITLE = "DeepBox: Learning Objectness with Convolutional Networks",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2479-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160649"}

@inproceedings{bb164809,
        AUTHOR = "Ma, C.H. and Hsu, C.T. and Huet, B.",
        TITLE = "Nonparametric scene parsing with deep convolutional features and
dense alignment",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1915-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160650"}

@inproceedings{bb164810,
        AUTHOR = "Caicedo, J.C. and Lazebnik, S.",
        TITLE = "Active Object Localization with Deep Reinforcement Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2488-2496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160651"}

@inproceedings{bb164811,
        AUTHOR = "Pepik, B. and Benenson, R. and Ritschel, T. and Schiele, B.",
        TITLE = "What Is Holding Back Convnets for Detection?",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
        PAGES = "517-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160652"}

@inproceedings{bb164812,
        AUTHOR = "Mrowca, D. and Rohrbach, M. and Hoffman, J. and Hu, R. and Saenko, K. and Darrell, T.J.",
        TITLE = "Spatial Semantic Regularisation for Large Scale Object Detection",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2003-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652objnn1.html#TT160653"}

@article{bb164813,
        AUTHOR = "Bengio, Y.",
        TITLE = "Learning deep architectures for AI",
        JOURNAL = FTML,
        VOLUME = "1",
        YEAR = "2009",
        NUMBER = "1",
        PAGES = "1-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160654"}

@article{bb164814,
        AUTHOR = "Zhao, W.Z. and Du, S.H.",
        TITLE = "Learning multiscale and deep representations for classifying remotely
sensed imagery",
        JOURNAL = PandRS,
        VOLUME = "113",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "155-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160655"}

@article{bb164815,
        AUTHOR = "Barat, C. and Ducottet, C.",
        TITLE = "String representations and distances in deep Convolutional Neural
Networks for image classification",
        JOURNAL = PR,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "104-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160656"}

@article{bb164816,
        AUTHOR = "Greenspan, H. and van Ginneken, B. and Summers, R.M.",
        TITLE = "Guest Editorial Deep Learning in Medical Imaging:
Overview and Future Promise of an Exciting New Technique",
        JOURNAL = MedImg,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1153-1159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160657"}

@inproceedings{bb164817,
        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",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2240-2248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160658"}

@article{bb164818,
        AUTHOR = "Mansoor, A. and Cerrolaza, J.J. and Idrees, R. and Biggs, E. and Alsharid, M.A. and Avery, R.A. and Linguraru, M.G.",
        TITLE = "Deep Learning Guided Partitioned Shape Model for Anterior Visual
Pathway Segmentation",
        JOURNAL = MedImg,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1856-1865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160659"}

@article{bb164819,
        AUTHOR = "van Noord, N. and Postma, E.",
        TITLE = "Learning scale-variant and scale-invariant features for deep image
classification",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "583-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160660"}

@article{bb164820,
        AUTHOR = "Du, J. and Xu, Y.",
        TITLE = "Hierarchical deep neural network for multivariate regression",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "149-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160661"}

@article{bb164821,
        AUTHOR = "Guo, S. and Huang, W. and Wang, L. and Qiao, Y.",
        TITLE = "Locally Supervised Deep Hybrid Model for Scene Recognition",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "808-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160662"}

@article{bb164822,
        AUTHOR = "Masoumi, M. and Ben Hamza, A.",
        TITLE = "Spectral shape classification: A deep learning approach",
        JOURNAL = JVCIR,
        VOLUME = "43",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "198-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160663"}

@article{bb164823,
        AUTHOR = "Luciano, L. and Ben Hamza, A.",
        TITLE = "Deep learning with geodesic moments for 3D shape classification",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "182-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160664"}

@article{bb164824,
        AUTHOR = "Luciano, L. and Ben Hamza, A.",
        TITLE = "Deep similarity network fusion for 3D shape classification",
        JOURNAL = VC,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "1171-1180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160665"}

@article{bb164825,
        AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
        TITLE = "Mining Mid-level Visual Patterns with Deep CNN Activations",
        JOURNAL = IJCV,
        VOLUME = "121",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "344-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160666"}

@article{bb164826,
        AUTHOR = "Sun, W.C. and Su, F.",
        TITLE = "A novel companion objective function for regularization of deep
convolutional neural networks",
        JOURNAL = IVC,
        VOLUME = "60",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "58-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160667"}

@inproceedings{bb164827,
        AUTHOR = "Sun, W.C. and Su, F.",
        TITLE = "Regularization of deep neural networks using a novel companion
objective function",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2865-2869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160668"}

@inproceedings{bb164828,
        AUTHOR = "Sun, W.C. and Su, F. and Wang, L.Q.",
        TITLE = "Improving deep neural networks with multilayer maxout networks",
        BOOKTITLE = VCIP14,
        YEAR = "2014",
        PAGES = "334-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160669"}

@article{bb164829,
        AUTHOR = "Shi, C. and Pun, C.M.",
        TITLE = "Superpixel-based 3D deep neural networks for hyperspectral image
classification",
        JOURNAL = PR,
        VOLUME = "74",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "600-616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160670"}

@article{bb164830,
        AUTHOR = "Shi, C. and Pun, C.M.",
        TITLE = "Multiscale Superpixel-Based Hyperspectral Image Classification Using
Recurrent Neural Networks With Stacked Autoencoders",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "487-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160671"}

@article{bb164831,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Deep compare: A study on using convolutional neural networks to
compare image patches",
        JOURNAL = CVIU,
        VOLUME = "164",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "38-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160672"}

@inproceedings{bb164832,
        AUTHOR = "Zagoruyko, S. and Komodakis, N.",
        TITLE = "Learning to compare image patches via convolutional neural networks",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4353-4361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160673"}

@inproceedings{bb164833,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on
Graphs",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "29-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160674"}

@inproceedings{bb164834,
        AUTHOR = "Simonovsky, M. and Komodakis, N.",
        TITLE = "OnionNet: Sharing Features in Cascaded Deep Classifiers",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160675"}

@article{bb164835,
        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",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160676"}

@article{bb164836,
        AUTHOR = "Liu, Y. and Liu, L. and Guo, Y.M. and Lew, M.S.",
        TITLE = "Learning visual and textual representations for multimodal matching
and classification",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "51-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160677"}

@article{bb164837,
        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,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4420-4434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160678"}

@article{bb164838,
        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",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160679"}

@article{bb164839,
        AUTHOR = "Mountrakis, G. and Li, J. and Lu, X.Q. and Hellwich, O.",
        TITLE = "Deep learning for remotely sensed data",
        JOURNAL = PandRS,
        VOLUME = "145",
        YEAR = "2018",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160680"}

@article{bb164840,
        AUTHOR = "Xu, J. and Wang, C. and Qi, C. and Shi, C. and Xiao, B.",
        TITLE = "Unsupervised Semantic-Based Aggregation of Deep Convolutional
Features",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "601-611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160681"}

@article{bb164841,
        AUTHOR = "Chevalier, M. and Thome, N. and Henaff, G. and Cord, M.",
        TITLE = "Classifying low-resolution images by integrating privileged
information in deep CNNs",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "29-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160682"}

@article{bb164842,
        AUTHOR = "Zhang, Z.X. and Shan, S.G. and Fang, Y. and Shao, L.",
        TITLE = "Deep Learning for Pattern Recognition",
        JOURNAL = PRL,
        VOLUME = "119",
        YEAR = "2019",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160683"}

@article{bb164843,
        AUTHOR = "Wang, J. and Liu, C. and Fu, T. and Zheng, L.",
        TITLE = "Research on automatic target detection and recognition based on deep
learning",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160684"}

@article{bb164844,
        AUTHOR = "Zhang, J. and Mei, K. and Zheng, Y. and Fan, J.P.",
        TITLE = "Learning multi-layer coarse-to-fine representations for large-scale
image classification",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "175-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160685"}

@article{bb164845,
        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,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4401-4412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160686"}

@article{bb164846,
        AUTHOR = "Cai, Z.Y. and Long, Y. and Shao, L.",
        TITLE = "Classification complexity assessment for hyper-parameter optimization",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "396-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160687"}

@article{bb164847,
        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",
        PAGES = "103819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160688"}

@article{bb164848,
        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,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160689"}

@article{bb164849,
        AUTHOR = "Tsiligianni, E. and Deligiannis, N.",
        TITLE = "Deep Coupled-Representation Learning for Sparse Linear Inverse
Problems With Side Information",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1768-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160690"}

@article{bb164850,
        AUTHOR = "Guo, J. and Yuan, X. and Xu, P.F. and Bai, H. and Liu, B.Y.",
        TITLE = "Improved image clustering with deep semantic embedding",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "225-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160691"}

@article{bb164851,
        AUTHOR = "Kim, E.Y. and Shin, S.Y. and Lee, S. and Lee, K.J. and Lee, K.H. and Lee, K.M.",
        TITLE = "Triplanar convolution with shared 2D kernels for 3D classification
and shape retrieval",
        JOURNAL = CVIU,
        VOLUME = "193",
        YEAR = "2020",
        PAGES = "102901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160692"}

@inproceedings{bb164852,
        AUTHOR = "Yavartanoo, M. and Hung, S.H. and Neshatavar, R. and Zhang, Y. and Lee, K.M.",
        TITLE = "PolyNet: Polynomial Neural Network for 3D Shape Recognition with
PolyShape Representation",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "1014-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160693"}

@inproceedings{bb164853,
        AUTHOR = "Yavartanoo, M. and Kim, E.Y. and Lee, K.M.",
        TITLE = "SPNet: Deep 3D Object Classification and Retrieval Using Stereographic
Projection",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "V:691-706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160694"}

@article{bb164854,
        AUTHOR = "Do, T.T. and Hoang, T. and Tan, D.K.L. and Doan, A.D. and Cheung, N.M.",
        TITLE = "Compact Hash Code Learning With Binary Deep Neural Network",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "992-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160695"}

@inproceedings{bb164855,
        AUTHOR = "Do, T.T. and Hoang, T. and Tan, D.K.L. and Pham, T. and Le, H. and Cheung, N.M. and Reid, I.D.",
        TITLE = "Binary Constrained Deep Hashing Network for Image Retrieval Without
Manual Annotation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "695-704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160696"}

@inproceedings{bb164856,
        AUTHOR = "Do, T.T. and Doan, A.D. and Cheung, N.M.",
        TITLE = "Learning to Hash with Binary Deep Neural Network",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 219-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160697"}

@inproceedings{bb164857,
        AUTHOR = "Tan, D.K.L. and Do, T.T. and Cheung, N.M.",
        TITLE = "Supervised Hashing with End-to-End Binary Deep Neural Network",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3019-3023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160698"}

@article{bb164858,
        AUTHOR = "Ruthotto, L. and Haber, E.",
        TITLE = "Deep Neural Networks Motivated by Partial Differential Equations",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "352-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160699"}

@article{bb164859,
        AUTHOR = "Forcen, J.I. and Pagola, M. and Barrenechea, E. and Bustince, H.",
        TITLE = "Co-occurrence of deep convolutional features for image search",
        JOURNAL = IVC,
        VOLUME = "97",
        YEAR = "2020",
        PAGES = "103909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160700"}

@inproceedings{bb164860,
        AUTHOR = "Forcen, J.I. and Pagola, M. and Barrenechea, E. and Bustince, H.",
        TITLE = "Aggregation of Deep Features for Image Retrieval Based on Object
Detection",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:553-564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160701"}

@article{bb164861,
        AUTHOR = "Passalis, N. and Raitoharju, J. and Tefas, A. and Gabbouj, M.",
        TITLE = "Efficient adaptive inference for deep convolutional neural networks
using hierarchical early exits",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160702"}

@article{bb164862,
        AUTHOR = "Huang, L. and Liu, X.L. and Qin, J. and Zhu, F. and Liu, L. and Shao, L.",
        TITLE = "Projection based weight normalization:
Efficient method for optimization on oblique manifold in DNNs",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160703"}

@article{bb164863,
        AUTHOR = "Cococcioni, M. and Rossi, F. and Ruffaldi, E. and Saponara, S.",
        TITLE = "Fast deep neural networks for image processing using posits and ARM
scalable vector extension",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "759-771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160704"}

@article{bb164864,
        AUTHOR = "Tanaka, M.",
        TITLE = "Weighted sigmoid gate unit for an activation function of deep neural
network",
        JOURNAL = PRL,
        VOLUME = "135",
        YEAR = "2020",
        PAGES = "354-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160705"}

@article{bb164865,
        AUTHOR = "Ulyanov, D. and Vedaldi, A. and Lempitsky, V.",
        TITLE = "Deep Image Prior",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1867-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160706"}

@article{bb164866,
        AUTHOR = "Shin, D. and Yoo, H.",
        TITLE = "The Heterogeneous Deep Neural Network Processor With a Non-von
Neumann Architecture",
        JOURNAL = PIEEE,
        VOLUME = "108",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1245-1260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160707"}

@article{bb164867,
        AUTHOR = "Zhu, R. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Semi-supervised elastic manifold embedding with deep learning
architecture",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160708"}

@article{bb164868,
        AUTHOR = "Chen, Z. and Ho, P.H.",
        TITLE = "A generic shift-norm-activation approach for deep learning",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160709"}

@article{bb164869,
        AUTHOR = "Chen, G. and Srihari, S.N.",
        TITLE = "Revisiting hierarchy:
Deep learning with orthogonally constrained prior for classification",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "214-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160710"}

@article{bb164870,
        AUTHOR = "Fukushima, K.",
        TITLE = "Artificial Vision by Deep CNN Neocognitron",
        JOURNAL = SMCS,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "76-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160711"}

@article{bb164871,
        AUTHOR = "Qi, Z.A. and Khorram, S. and Fuxin, L.",
        TITLE = "Embedding deep networks into visual explanations",
        JOURNAL = AI,
        VOLUME = "292",
        YEAR = "2021",
        PAGES = "103435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160712"}

@article{bb164872,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Gennaro, C. and Falchi, F.",
        TITLE = "Solving the same-different task with convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "143",
        YEAR = "2021",
        PAGES = "75-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160713"}

@inproceedings{bb164873,
        AUTHOR = "Amato, G. and Carrara, F. and Falchi, F. and Gennaro, C. and Lagani, G.",
        TITLE = "Hebbian Learning Meets Deep Convolutional Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:324-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160714"}

@article{bb164874,
        AUTHOR = "Yuille, A.L. and Liu, C.X.",
        TITLE = "Deep Nets: What have They Ever Done for Vision?",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "781-802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160715"}

@article{bb164875,
        AUTHOR = "Balestriero, R. and Baraniuk, R.G.",
        TITLE = "Mad Max: Affine Spline Insights Into Deep Learning",
        JOURNAL = PIEEE,
        VOLUME = "109",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "704-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160716"}

@article{bb164876,
        AUTHOR = "Zeng, X.F. and Wu, W.X. and Tian, G.Z. and Li, F.X. and Liu, Y.",
        TITLE = "Deep Superpixel Convolutional Network for Image Recognition",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "922-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160717"}

@article{bb164877,
        AUTHOR = "Zhao, B.X. and Xiong, H.Y. and Bian, J. and Guo, Z.S. and Xu, C.Z. and Dou, D.",
        TITLE = "COMO: Efficient Deep Neural Networks Expansion With COnvolutional
MaxOut",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "1722-1730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160718"}

@article{bb164878,
        AUTHOR = "Wang, X. and Wang, S.Y. and Ning, C. and Zhou, H.Y.",
        TITLE = "Enhanced Feature Pyramid Network With Deep Semantic Embedding for
Remote Sensing Scene Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7918-7932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160719"}

@article{bb164879,
        AUTHOR = "Yang, S.J. and Li, L. and Wang, S.H. and Zhang, W.G. and Huang, Q.M. and Tian, Q.",
        TITLE = "Graph Regularized Encoder-Decoder Networks for Image Representation
Learning",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3124-3136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160720"}

@inproceedings{bb164880,
        AUTHOR = "Yang, S.J. and Li, L. and Wang, S.H. and Zhang, W.G. and Huang, Q.M.",
        TITLE = "A Graph Regularized Deep Neural Network for Unsupervised Image
Representation Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "7053-7061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160721"}

@article{bb164881,
        AUTHOR = "Chen, Z.D. and Deng, L. and Wang, B.Y. and Li, G.Q. and Xie, Y.",
        TITLE = "A Comprehensive and Modularized Statistical Framework for Gradient
Norm Equality in Deep Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "13-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160722"}

@article{bb164882,
        AUTHOR = "Sommer, S. and Bronstein, A.M.",
        TITLE = "Horizontal Flows and Manifold Stochastics in Geometric Deep Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "811-822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160723"}

@article{bb164883,
        AUTHOR = "Yan, M. and Yang, J.X. and Chen, C. and Zhou, J.T.Y. and Pan, Y. and Zeng, Z.",
        TITLE = "Enhanced gradient learning for deep neural networks",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "2",
        PAGES = "365-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160724"}

@article{bb164884,
        AUTHOR = "Li, Z.Y. and Huang, H. and Zhang, Z. and Shi, G.Y.",
        TITLE = "Manifold-Based Multi-Deep Belief Network for Feature Extraction of
Hyperspectral Image",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160725"}

@article{bb164885,
        AUTHOR = "Nakamura, K. and Soatto, S. and Hong, B.W.",
        TITLE = "Stochastic batch size for adaptive regularization in deep network
optimization",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160726"}

@article{bb164886,
        AUTHOR = "Li, G.Q. and Fang, Q. and Zha, L.L. and Gao, X. and Zheng, N.",
        TITLE = "HAM: Hybrid attention module in deep convolutional neural networks
for image classification",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160727"}

@article{bb164887,
        AUTHOR = "Pai, G. and Bronstein, A.M. and Talmon, R. and Kimmel, R.",
        TITLE = "Deep Isometric Maps",
        JOURNAL = IVC,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "104461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160728"}

@inproceedings{bb164888,
        AUTHOR = "Pai, G. and Talmon, R. and Bronstein, A.M. and Kimmel, R.",
        TITLE = "DIMAL: Deep Isometric Manifold Learning Using Sparse Geodesic
Sampling",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "819-828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160729"}

@article{bb164889,
        AUTHOR = "Gould, S. and Hartley, R.I. and Campbell, D.",
        TITLE = "Deep Declarative Networks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3988-4004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160730"}

@article{bb164890,
        AUTHOR = "Tan, L. and Li, L. and Liu, W.Q. and An, S.J. and Munyard, K.",
        TITLE = "Unsupervised learning of multi-task deep variational model",
        JOURNAL = JVCIR,
        VOLUME = "87",
        YEAR = "2022",
        PAGES = "103588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160731"}

@article{bb164891,
        AUTHOR = "Grementieri, L. and Fioresi, R.",
        TITLE = "Model-Centric Data Manifold: The Data Through the Eyes of the Model",
        JOURNAL = SIIMS,
        VOLUME = "15",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "1140-1156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160732"}

@article{bb164892,
        AUTHOR = "Zhao, Y. and Zhang, X.C. and Feng, W.M. and Xu, J.H.",
        TITLE = "Deep Learning Classification by ResNet-18 Based on the Real Spectral
Dataset from Multispectral Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "19",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160733"}

@article{bb164893,
        AUTHOR = "Rezatofighi, H. and Zhu, T.Y. and Kaskman, R. and Motlagh, F.T. and Shi, J.Q.F. and Milan, A. and Cremers, D. and Leal Taixe, L. and Reid, I.D.",
        TITLE = "Learn to Predict Sets Using Feed-Forward Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9011-9025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160734"}

@article{bb164894,
        AUTHOR = "Ning, X. and Tian, W.J. and He, F. and Bai, X. and Sun, L. and Li, W.J.",
        TITLE = "Hyper-sausage coverage function neuron model and learning algorithm
for image classification",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160735"}

@article{bb164895,
        AUTHOR = "Nam, J.H. and Lee, S.C.",
        TITLE = "Random image frequency aggregation dropout in image classification
for deep convolutional neural networks",
        JOURNAL = CVIU,
        VOLUME = "232",
        YEAR = "2023",
        PAGES = "103684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160736"}

@article{bb164896,
        AUTHOR = "Nam, J.H. and Lee, S.C.",
        TITLE = "FSDA: Frequency re-scaling in data augmentation for corruption-robust
image classification",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160737"}

@article{bb164897,
        AUTHOR = "Sarang, N. and Poullis, C.",
        TITLE = "Tractable large-scale deep reinforcement learning",
        JOURNAL = CVIU,
        VOLUME = "232",
        YEAR = "2023",
        PAGES = "103689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160738"}

@article{bb164898,
        AUTHOR = "Wang, J. and Han, Z.W. and Jiang, W.J. and Kim, J.",
        TITLE = "A novel classification method combining phase-field and DNN",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160739"}

@article{bb164899,
        AUTHOR = "Liu, R.S. and Liu, X. and Zeng, S.Z. and Zhang, J. and Zhang, Y.X.",
        TITLE = "Hierarchical Optimization-Derived Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14693-14708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT160740"}

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