@article{bb160900,
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#TT156759"}
@article{bb160901,
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#TT156760"}
@article{bb160902,
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#TT156761"}
@article{bb160903,
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#TT156762"}
@inproceedings{bb160904,
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#TT156763"}
@inproceedings{bb160905,
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#TT156764"}
@article{bb160906,
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#TT156765"}
@article{bb160907,
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#TT156766"}
@article{bb160908,
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#TT156767"}
@inproceedings{bb160909,
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#TT156768"}
@inproceedings{bb160910,
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#TT156769"}
@inproceedings{bb160911,
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#TT156770"}
@article{bb160912,
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#TT156771"}
@article{bb160913,
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#TT156772"}
@article{bb160914,
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#TT156773"}
@article{bb160915,
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#TT156774"}
@article{bb160916,
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#TT156775"}
@article{bb160917,
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#TT156776"}
@article{bb160918,
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#TT156777"}
@article{bb160919,
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#TT156778"}
@article{bb160920,
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#TT156779"}
@article{bb160921,
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#TT156780"}
@article{bb160922,
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#TT156781"}
@article{bb160923,
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#TT156782"}
@article{bb160924,
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#TT156783"}
@article{bb160925,
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#TT156784"}
@article{bb160926,
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#TT156785"}
@article{bb160927,
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#TT156786"}
@article{bb160928,
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#TT156787"}
@inproceedings{bb160929,
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#TT156788"}
@inproceedings{bb160930,
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#TT156789"}
@article{bb160931,
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#TT156790"}
@inproceedings{bb160932,
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#TT156791"}
@inproceedings{bb160933,
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#TT156792"}
@inproceedings{bb160934,
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#TT156793"}
@article{bb160935,
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#TT156794"}
@article{bb160936,
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#TT156795"}
@inproceedings{bb160937,
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#TT156796"}
@article{bb160938,
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#TT156797"}
@article{bb160939,
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#TT156798"}
@article{bb160940,
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#TT156799"}
@article{bb160941,
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#TT156800"}
@article{bb160942,
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#TT156801"}
@article{bb160943,
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#TT156802"}
@article{bb160944,
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#TT156803"}
@article{bb160945,
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#TT156804"}
@article{bb160946,
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#TT156805"}
@article{bb160947,
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#TT156806"}
@article{bb160948,
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#TT156807"}
@article{bb160949,
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#TT156808"}
@inproceedings{bb160950,
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#TT156809"}
@article{bb160951,
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#TT156810"}
@article{bb160952,
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#TT156811"}
@article{bb160953,
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#TT156812"}
@article{bb160954,
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#TT156813"}
@article{bb160955,
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#TT156814"}
@article{bb160956,
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#TT156815"}
@inproceedings{bb160957,
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#TT156816"}
@article{bb160958,
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#TT156817"}
@article{bb160959,
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#TT156818"}
@article{bb160960,
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#TT156819"}
@article{bb160961,
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#TT156820"}
@article{bb160962,
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#TT156821"}
@article{bb160963,
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#TT156822"}
@article{bb160964,
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#TT156823"}
@inproceedings{bb160965,
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#TT156824"}
@article{bb160966,
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#TT156825"}
@article{bb160967,
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#TT156826"}
@article{bb160968,
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#TT156827"}
@article{bb160969,
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#TT156828"}
@article{bb160970,
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#TT156829"}
@article{bb160971,
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#TT156830"}
@article{bb160972,
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#TT156831"}
@article{bb160973,
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#TT156832"}
@article{bb160974,
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#TT156833"}
@article{bb160975,
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#TT156834"}
@article{bb160976,
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#TT156835"}
@article{bb160977,
AUTHOR = "Si, H.Y. and Wei, X.Y.",
TITLE = "Feature extraction and representation learning of 3D point cloud data",
JOURNAL = IVC,
VOLUME = "142",
YEAR = "2024",
PAGES = "104890",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156836"}
@article{bb160978,
AUTHOR = "Peck, J. and Goossens, B. and Saeys, Y.",
TITLE = "An Introduction to Adversarially Robust Deep Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2071-2090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156837"}
@article{bb160979,
AUTHOR = "Tai, X.C. and Liu, H. and Chan, R.",
TITLE = "PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based
Neural Networks",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "1",
PAGES = "540-594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156838"}
@article{bb160980,
AUTHOR = "Pakhare, J.D. and Uplane, M.D.",
TITLE = "Hybrid Mayfly Lévy Flight Distribution Optimization Algorithm-Tuned
Deep Convolutional Neural Network for Indoor-Outdoor Image
Classification",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "2",
MONTH = "March",
PAGES = "2450024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156839"}
@article{bb160981,
AUTHOR = "Liu, Q. and Wang, C.",
TITLE = "Deep network with double reuses and convolutional shortcuts",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "4",
PAGES = "512-525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156840"}
@article{bb160982,
AUTHOR = "Dong, X.P. and Ouyang, T.R. and Liao, S.C. and Du, B. and Shao, L.",
TITLE = "Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for
Few-Shot Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5663-5675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156841"}
@article{bb160983,
AUTHOR = "Ouyang, T.R. and Dong, X.P. and Ye, M. and Du, B. and Shao, L. and Shen, J.B.",
TITLE = "Semantic-Aware Pseudo-Labeling for Unsupervised Meta-Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "5475-5488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156842"}
@inproceedings{bb160984,
AUTHOR = "Dong, X.P. and Shen, J.B. and Shao, L.",
TITLE = "Rethinking Clustering-Based Pseudo-Labeling for Unsupervised
Meta-Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:169-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156843"}
@article{bb160985,
AUTHOR = "Liu, S. and Song, J. and Zhou, Y. and Yu, N. and Chen, K.X. and Feng, Z. and Song, M.L.",
TITLE = "Interaction Pattern Disentangling for Multi-Agent Reinforcement
Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8157-8172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156844"}
@article{bb160986,
AUTHOR = "Duan, C.G. and Jiao, Y.L. and Kang, L. and Yang, J.Z.J. and Zhou, F.",
TITLE = "Deep contrastive representation learning for supervised tasks",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156845"}
@article{bb160987,
AUTHOR = "Ren, L. and Huang, R.Z. and Ma, S.W. and Qin, Y.B. and Chen, Y.P. and Lin, C.",
TITLE = "Deep clustering via dual-supervised multi-kernel mapping",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111419",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156846"}
@article{bb160988,
AUTHOR = "Shu, Z.Y. and Pan, Z.X.",
TITLE = "SDIP: Self-reinforcement deep image prior framework for image
processing",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156847"}
@article{bb160989,
AUTHOR = "Chen, M.Y. and Gao, J.Y. and Xu, C.S.",
TITLE = "Revisiting Essential and Nonessential Settings of Evidential Deep
Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "8658-8673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156848"}
@inproceedings{bb160990,
AUTHOR = "Goto, J. and Nakata, Y. and Abe, K. and Ishii, Y. and Yamashita, T.",
TITLE = "Learning Intra-class Multimodal Distributions with Orthonormal
Matrices",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1859-1868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156849"}
@inproceedings{bb160991,
AUTHOR = "Xu, K.J. and Chen, J.L. and Ning, Y. and Tang, W.",
TITLE = "Deep Learning in Image Classification: An Overview",
BOOKTITLE = CVIDL23,
YEAR = "2023",
PAGES = "81-93",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156850"}
@inproceedings{bb160992,
AUTHOR = "Luo, J.B. and Luo, R.Z.",
TITLE = "Research on Image Recognition based on Reinforcement Learning",
BOOKTITLE = CVIDL23,
YEAR = "2023",
PAGES = "25-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156851"}
@inproceedings{bb160993,
AUTHOR = "Panousis, K.P. and Ienco, D. and Marcos, D.",
TITLE = "Sparse Linear Concept Discovery Models",
BOOKTITLE = CLVL23,
YEAR = "2023",
PAGES = "2759-2763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156852"}
@inproceedings{bb160994,
AUTHOR = "Kim, H. and Suh, S. and Kim, D. and Jeong, D. and Cho, H.S. and Kim, J.",
TITLE = "Proxy Anchor-based Unsupervised Learning for Continuous Generalized
Category Discovery",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16642-16651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156853"}
@inproceedings{bb160995,
AUTHOR = "Qian, Q.",
TITLE = "Stable Cluster Discrimination for Deep Clustering",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16599-16608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156854"}
@inproceedings{bb160996,
AUTHOR = "Stergiou, A. and Deligiannis, N.",
TITLE = "Leaping Into Memories: Space-Time Deep Feature Synthesis",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1966-1976",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156855"}
@inproceedings{bb160997,
AUTHOR = "Djenouri, Y. and Belbachir, A.N. and Jhaveri, R.H. and Djenouri, D.",
TITLE = "Knowledge Guided Deep Learning for General-purpose Computer Vision
Applications",
BOOKTITLE = CAIP23,
YEAR = "2023",
PAGES = "I:185-194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156856"}
@inproceedings{bb160998,
AUTHOR = "Yong, H.W. and Sun, Y. and Zhang, L.",
TITLE = "A General Regret Bound of Preconditioned Gradient Method for DNN
Training",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7866-7875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156857"}
@inproceedings{bb160999,
AUTHOR = "Metaxas, I.M. and Tzimiropoulos, G. and Patras, I.",
TITLE = "DivClust: Controlling Diversity in Deep Clustering",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3418-3428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156858"}
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