@article{bb142900,
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#TT138892"}
@article{bb142901,
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#TT138893"}
@article{bb142902,
AUTHOR = "Liu, D. and Cheng, B. and Wang, Z. and Zhang, H. 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#TT138894"}
@article{bb142903,
AUTHOR = "Cai, Z. 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#TT138895"}
@article{bb142904,
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#TT138896"}
@article{bb142905,
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#TT138897"}
@article{bb142906,
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#TT138898"}
@article{bb142907,
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#TT138899"}
@article{bb142908,
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#TT138900"}
@inproceedings{bb142909,
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#TT138901"}
@inproceedings{bb142910,
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#TT138902"}
@article{bb142911,
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#TT138903"}
@inproceedings{bb142912,
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#TT138904"}
@inproceedings{bb142913,
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#TT138905"}
@inproceedings{bb142914,
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#TT138906"}
@article{bb142915,
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#TT138907"}
@article{bb142916,
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#TT138908"}
@inproceedings{bb142917,
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#TT138909"}
@article{bb142918,
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#TT138910"}
@article{bb142919,
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#TT138911"}
@article{bb142920,
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#TT138912"}
@article{bb142921,
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#TT138913"}
@article{bb142922,
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#TT138914"}
@article{bb142923,
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#TT138915"}
@article{bb142924,
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#TT138916"}
@article{bb142925,
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#TT138917"}
@article{bb142926,
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#TT138918"}
@article{bb142927,
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#TT138919"}
@article{bb142928,
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#TT138920"}
@article{bb142929,
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#TT138921"}
@inproceedings{bb142930,
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#TT138922"}
@article{bb142931,
AUTHOR = "Cai, H.Y. and Zhang, X. and Lan, L. and Dong, G.H. and Xu, C.F. and Liu, X.W. and Luo, Z.G.",
TITLE = "Learning deep discriminative embeddings via joint rescaled features
and log-probability centers",
JOURNAL = PR,
VOLUME = "114",
YEAR = "2021",
PAGES = "107852",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138923"}
@article{bb142932,
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#TT138924"}
@article{bb142933,
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#TT138925"}
@article{bb142934,
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#TT138926"}
@article{bb142935,
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#TT138927"}
@article{bb142936,
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#TT138928"}
@article{bb142937,
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#TT138929"}
@inproceedings{bb142938,
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#TT138930"}
@article{bb142939,
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#TT138931"}
@article{bb142940,
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#TT138932"}
@article{bb142941,
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#TT138933"}
@article{bb142942,
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#TT138934"}
@article{bb142943,
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#TT138935"}
@article{bb142944,
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#TT138936"}
@article{bb142945,
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#TT138937"}
@inproceedings{bb142946,
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#TT138938"}
@article{bb142947,
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#TT138939"}
@article{bb142948,
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#TT138940"}
@article{bb142949,
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#TT138941"}
@article{bb142950,
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#TT138942"}
@article{bb142951,
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#TT138943"}
@article{bb142952,
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#TT138944"}
@article{bb142953,
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#TT138945"}
@article{bb142954,
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#TT138946"}
@article{bb142955,
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#TT138947"}
@article{bb142956,
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#TT138948"}
@article{bb142957,
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#TT138949"}
@article{bb142958,
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#TT138950"}
@article{bb142959,
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#TT138951"}
@article{bb142960,
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",
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@article{bb142961,
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#TT138953"}
@inproceedings{bb142962,
AUTHOR = "He, Z.B. and Li, T. and Chen, S. and Huang, X.L.",
TITLE = "Investigating Catastrophic Overfitting in Fast Adversarial Training:
A Self-fitting Perspective",
BOOKTITLE = AML23,
YEAR = "2023",
PAGES = "2314-2321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138954"}
@inproceedings{bb142963,
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#TT138955"}
@inproceedings{bb142964,
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#TT138956"}
@inproceedings{bb142965,
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#TT138957"}
@inproceedings{bb142966,
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#TT138958"}
@inproceedings{bb142967,
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#TT138959"}
@inproceedings{bb142968,
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#TT138960"}
@inproceedings{bb142969,
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#TT138961"}
@inproceedings{bb142970,
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#TT138962"}
@inproceedings{bb142971,
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#TT138963"}
@inproceedings{bb142972,
AUTHOR = "Wang, H.Q. and Tang, Y. and Wang, Y.H. and Guo, J. and Deng, Z.H. and Han, K.",
TITLE = "Masked Image Modeling with Local Multi-Scale Reconstruction",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "2122-2131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138964"}
@inproceedings{bb142973,
AUTHOR = "Frey, M. and Doeller, C.F. and Barry, C.",
TITLE = "Probing Neural Representations of Scene Perception in a Hippocampally
Dependent Task Using Artificial Neural Networks",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "2113-2121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138965"}
@inproceedings{bb142974,
AUTHOR = "Mahapatra, D. and Reyes, M.",
TITLE = "Multi-label Attention Map Assisted Deep Feature Learning for Medical
Image Classification",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "722-734",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138966"}
@inproceedings{bb142975,
AUTHOR = "Hammam, A. and Bonarens, F. and Ghobadi, S.E. and Stiller, C.",
TITLE = "Towards Improved Intermediate Layer Variational Inference for
Uncertainty Estimation",
BOOKTITLE = SafeDrive22,
YEAR = "2022",
PAGES = "526-542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138967"}
@inproceedings{bb142976,
AUTHOR = "Zhang, X.C. and Yang, W.T. and Zhang, X.T. and Liu, H. and Wang, G.L.",
TITLE = "Data-Efficient Deep Reinforcement Learning with Symmetric Consistency",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2430-2436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138968"}
@inproceedings{bb142977,
AUTHOR = "Egele, R. and Maulik, R. and Raghavan, K. and Lusch, B. and Guyon, I. and Balaprakash, P.",
TITLE = "AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1908-1914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138969"}
@inproceedings{bb142978,
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#TT138970"}
@inproceedings{bb142979,
AUTHOR = "Subia Waud, C. and Dasmahapatra, S.",
TITLE = "Weight Fixing Networks",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:415-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138971"}
@inproceedings{bb142980,
AUTHOR = "Guo, J. and Chen, Y.H. and Hao, Y.H. and Yin, Z.X. and Yu, Y. and Li, S.",
TITLE = "Towards Comprehensive Testing on the Robustness of Cooperative
Multi-agent Reinforcement Learning",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "114-121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138972"}
@inproceedings{bb142981,
AUTHOR = "Zhu, L. and She, Q. and Li, D. and Lu, Y. and Kang, X.J. and Hu, J. and Wang, C.H.",
TITLE = "Unifying Nonlocal Blocks for Neural Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12272-12281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138973"}
@inproceedings{bb142982,
AUTHOR = "Vasconcelos, C. and Larochelle, H. and Dumoulin, V. and Romijnders, R. and Roux, N.L. and Goroshin, R.",
TITLE = "Impact of Aliasing on Generalization in Deep Convolutional Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10509-10518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138974"}
@inproceedings{bb142983,
AUTHOR = "Huang, S.H. and Lu, Z.C. and Cheng, R. and He, C.",
TITLE = "FaPN: Feature-aligned Pyramid Network for Dense Image Prediction",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "844-853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138975"}
@inproceedings{bb142984,
AUTHOR = "Lengyel, A. and van Gemert, J.C.",
TITLE = "Exploiting Learned Symmetries in Group Equivariant Convolutions",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "759-763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138976"}
@inproceedings{bb142985,
AUTHOR = "Mdrafi, R. and Gurbuz, A.C.",
TITLE = "Compressed Classification from Learned Measurements",
BOOKTITLE = LCI21,
YEAR = "2021",
PAGES = "4021-4030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138977"}
@inproceedings{bb142986,
AUTHOR = "Huang, L. and Zhou, Y. and Liu, L. and Zhu, F. and Shao, L.",
TITLE = "Group Whitening:
Balancing Learning Efficiency and Representational Capacity",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9507-9516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138978"}
@inproceedings{bb142987,
AUTHOR = "Pestana, C. and Liu, W. and Glance, D. and Owens, R. and Mian, A.",
TITLE = "Assistive Signals for Deep Neural Network Classifiers",
BOOKTITLE = LXCV21,
YEAR = "2021",
PAGES = "1221-1225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138979"}
@inproceedings{bb142988,
AUTHOR = "Ding, Y.F. and Wang, L.Q. and Gong, B.Q.",
TITLE = "Analyzing Deep Neural Network's Transferability via Fréchet Distance",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3931-3940",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138980"}
@inproceedings{bb142989,
AUTHOR = "Jamadandi, A. and Tigadoli, R. and Tabib, R. and Mudenagudi, U.",
TITLE = "Probabilistic Word Embeddings in Kinematic Space",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8759-8765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138981"}
@inproceedings{bb142990,
AUTHOR = "Shiran, G. and Weinshall, D.",
TITLE = "Multi-Modal Deep Clustering: Unsupervised Partitioning of Images",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4728-4735",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138982"}
@inproceedings{bb142991,
AUTHOR = "Takenaga, S. and Watanabe, S. and Nomura, M. and Ozaki, Y. and Onishi, M. and Habe, H.",
TITLE = "Evaluating Initialization of Nelder-Mead Method for Hyperparameter
Optimization in Deep Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3372-3379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138983"}
@inproceedings{bb142992,
AUTHOR = "Georgiou, T. and Schmitt, S. and Back, T. and Pu, N. and Chen, W. and Lew, M.",
TITLE = "Comparison of deep learning and hand crafted features for mining
simulation data",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138984"}
@inproceedings{bb142993,
AUTHOR = "Poyser, M. and Atapour Abarghouei, A. and Breckon, T.P.",
TITLE = "On the Impact of Lossy Image and Video Compression on the Performance
of Deep Convolutional Neural Network Architectures",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2830-2837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138985"}
@inproceedings{bb142994,
AUTHOR = "Jie, R.L. and Gao, J.B. and Vasnev, A. and Tran, M.N.",
TITLE = "Regularized Flexible Activation Function Combination for Deep Neural
Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2001-2008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138986"}
@inproceedings{bb142995,
AUTHOR = "Goncalves do Santos, C.F. and Colombo, D. and Roder, M. and Papa, J.P.",
TITLE = "MaxDropout: Deep Neural Network Regularization Based on Maximum
Output Values",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2671-2676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138987"}
@inproceedings{bb142996,
AUTHOR = "You, J. and Korhonen, J.",
TITLE = "Attention Boosted Deep Networks For Video Classification",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1761-1765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138988"}
@inproceedings{bb142997,
AUTHOR = "Zhang, X. and Zhao, R. and Qiao, Y. and Li, H.S.",
TITLE = "RBF-Softmax: Learning Deep Representative Prototypes with Radial Basis
Function Softmax",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVI:296-311",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138989"}
@inproceedings{bb142998,
AUTHOR = "Chen, Y.P. and Dai, X.Y. and Liu, M.C. and Chen, D.D. and Yuan, L. and Liu, Z.C.",
TITLE = "Dynamic ReLU",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIX:351-367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138990"}
@inproceedings{bb142999,
AUTHOR = "Reimers, C. and Runge, J. and Denzler, J.",
TITLE = "Determining the Relevance of Features for Deep Neural Networks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVI:330-346",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT138991"}
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