@article{bb157700,
AUTHOR = "Zeng, R. and Song, Y. and Zhong, Y.J.",
TITLE = "An interpretable unsupervised capsule network via comprehensive
contrastive learning and two-stage training",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153576"}
@article{bb157701,
AUTHOR = "Zhao, D. and Wang, M.Y. and Huang, K.P. and Zhong, W.X. and Arun, P.V. and Li, Y.P. and Asano, Y. and Wu, L. and Zhou, H.X.",
TITLE = "OCSCNet-Tracker: Hyperspectral Video Tracker Based on Octave
Convolution and Spatial-Spectral Capsule Network",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153577"}
@article{bb157702,
AUTHOR = "Dutta, S. and Das, M. and Maulik, U.",
TITLE = "A Lightweight Aerial Scene Classifier Based on Adaptive Fusion of
MobileNet and CapsNet",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3162-3166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153578"}
@article{bb157703,
AUTHOR = "Shu, Z.",
TITLE = "Hybrid quantum sparse coding and dynamic convolution capsule network
for enhanced image classification",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153579"}
@article{bb157704,
AUTHOR = "Renzulli, R. and Tartaglione, E. and Grangetto, M.",
TITLE = "Capsule networks do not need to model everything",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153580"}
@article{bb157705,
AUTHOR = "Bhullar, A. and Czomko, M. and Ayesha Ali, R. and Welch, D.L.",
TITLE = "Interpreting capsule networks for image classification by routing
path visualization",
JOURNAL = AI,
VOLUME = "348",
YEAR = "2025",
PAGES = "104395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153581"}
@article{bb157706,
AUTHOR = "Xiang, C. and Yang, C. and Zhao, J.Y.",
TITLE = "IBCapsNet: Information Bottleneck Capsule Network for Noise-Robust
Representation Learning",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1511-1515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153582"}
@inproceedings{bb157707,
AUTHOR = "Santos, D.F.S. and Pires, R.G. and Papa, J.P.",
TITLE = "Deblur Capsule Networks",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153583"}
@inproceedings{bb157708,
AUTHOR = "Hoogi, A. and Wilcox, B. and Gupta, Y. and Rubin, D.",
TITLE = "Self-attention Capsule Network for Tissue Classification in Case of
Challenging Medical Image Statistics",
BOOKTITLE = MCV22,
YEAR = "2022",
PAGES = "219-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153584"}
@inproceedings{bb157709,
AUTHOR = "Thiele, S. and Risse, B.",
TITLE = "Narrowing Attention in Capsule Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2679-2685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153585"}
@inproceedings{bb157710,
AUTHOR = "Niu, S.Y. and Sun, J.X. and Kong, Y.Y. and Shu, H.Z.",
TITLE = "GCN2CAPS: Graph Convolutional Network to Capsule Network For
Wide-Field Robust Graph Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2219-2223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153586"}
@inproceedings{bb157711,
AUTHOR = "Renzulli, R. and Grangetto, M.",
TITLE = "Towards Efficient Capsule Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2801-2805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153587"}
@inproceedings{bb157712,
AUTHOR = "Yu, C. and Zhu, X.Y. and Zhang, X.M. and Wang, Z. and Zhang, Z.X. and Lei, Z.",
TITLE = "HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing
Capsule Network",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "4022-4031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153588"}
@inproceedings{bb157713,
AUTHOR = "Pan, C.B. and Velipasalar, S.",
TITLE = "PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for
Deeper Architectures",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "11976-11985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153589"}
@inproceedings{bb157714,
AUTHOR = "Zhou, Q.Q. and Zheng, X. and Cao, L.J. and Zhong, B.N. and Xi, T. and Zhang, G. and Ding, E. and Xu, M.L. and Ji, R.R.",
TITLE = "EC-DARTS: Inducing Equalized and Consistent Optimization into DARTS",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "11966-11975",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153590"}
@inproceedings{bb157715,
AUTHOR = "Sato, T. and Hotta, K.",
TITLE = "CNN to Capsule Network Transformation",
BOOKTITLE = DICTA20,
YEAR = "2020",
PAGES = "1-2",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153591"}
@inproceedings{bb157716,
AUTHOR = "Jeong, M. and Kim, C.",
TITLE = "A Parameter Efficient Multi-Scale Capsule Network",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "739-743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153592"}
@inproceedings{bb157717,
AUTHOR = "Rezwan, I.M. and Ahmed, M.B. and Sourav, S.S. and Quader, E. and Hossain, A. and Mohammed, N.",
TITLE = "MixCaps: Capsules With Iteration Free Routing",
BOOKTITLE = DICTA20,
YEAR = "2020",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153593"}
@inproceedings{bb157718,
AUTHOR = "Pucci, R. and Micheloni, C. and Martinel, N.",
TITLE = "Self-Attention Agreement Among Capsules",
BOOKTITLE = DSC21,
YEAR = "2021",
PAGES = "272-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153594"}
@inproceedings{bb157719,
AUTHOR = "Gu, J.D. and Tresp, V. and Hu, H.",
TITLE = "Capsule Network is Not More Robust than Convolutional Network",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14304-14312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153595"}
@inproceedings{bb157720,
AUTHOR = "Ma, D. and Wu, X.Q.",
TITLE = "CapsuleRRT: Relationships-aware Regression Tracking via Capsules",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10943-10952",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153596"}
@inproceedings{bb157721,
AUTHOR = "Pucci, R. and Micheloni, C. and Foresti, G.L. and Martinel, N.",
TITLE = "Fixed simplex coordinates for angular margin loss in CapsNet",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3042-3049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153597"}
@inproceedings{bb157722,
AUTHOR = "Wu, F.Y. and Smith, J.S. and Lu, W.J. and Zhang, B.L.",
TITLE = "Pose-robust Face Recognition by Deep Meta Capsule network-based
Equivariant Embedding",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8695-8702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153598"}
@inproceedings{bb157723,
AUTHOR = "Ozcan, B. and Kinli, F. and Kirac, F.",
TITLE = "Quaternion Capsule Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6858-6865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153599"}
@inproceedings{bb157724,
AUTHOR = "RaviPrakash, H. and Anwar, S.M. and Bagci, U.",
TITLE = "Variational Capsule Encoder",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5820-5827",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153600"}
@inproceedings{bb157725,
AUTHOR = "Jung, D. and Lee, J.H. and Yi, J. and Yoon, S.R.",
TITLE = "iCaps: An Interpretable Classifier via Disentangled Capsule Networks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIX:314-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153601"}
@inproceedings{bb157726,
AUTHOR = "Wu, F.Y. and Smith, J.S. and Lu, W.J. and Pang, C.Y. and Zhang, B.L.",
TITLE = "Attentive Prototype Few-shot Learning with Capsule Network-based
Embedding",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVIII:237-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153602"}
@inproceedings{bb157727,
AUTHOR = "Gu, J. and Tresp, V.",
TITLE = "Improving the Robustness of Capsule Networks to Image Affine
Transformations",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7283-7291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153603"}
@inproceedings{bb157728,
AUTHOR = "Piciarelli, C. and Mishra, P. and Foresti, G.L.",
TITLE = "Image Anomaly Detection with Capsule Networks and Imbalanced Datasets",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:257-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153604"}
@inproceedings{bb157729,
AUTHOR = "Phong, N.H. and Ribeiro, B.",
TITLE = "An Improvement for Capsule Networks Using Depthwise Separable
Convolution",
BOOKTITLE = IbPRIA19,
YEAR = "2019",
PAGES = "I:521-530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153605"}
@inproceedings{bb157730,
AUTHOR = "Zhao, L. and Huang, L.",
TITLE = "Exploring Dynamic Routing As A Pooling Layer",
BOOKTITLE = SDL-CV19,
YEAR = "2019",
PAGES = "738-742",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153606"}
@inproceedings{bb157731,
AUTHOR = "Rajasegaran, J. and Jayasundara, V. and Jayasekara, S. and Jayasekara, H. and Seneviratne, S. and Rodrigo, R.",
TITLE = "DeepCaps: Going Deeper With Capsule Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "10717-10725",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153607"}
@inproceedings{bb157732,
AUTHOR = "Ferrarini, B. and Ehsan, S. and Bartoli, A.E. and Leonardis, A. and McDonald Maier, K.D.",
TITLE = "Assessing Capsule Networks with Biased Data",
BOOKTITLE = SCIA19,
YEAR = "2019",
PAGES = "90-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153608"}
@inproceedings{bb157733,
AUTHOR = "Phaye, S.S.R. and Sikka, A. and Dhall, A. and Bathula, D.R.",
TITLE = "Multi-level Dense Capsule Networks",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "V:577-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153609"}
@inproceedings{bb157734,
AUTHOR = "Ramasinghe, S. and Athuraliya, C.D. and Khan, S.H.",
TITLE = "A Context-Aware Capsule Network for Multi-label Classification",
BOOKTITLE = BrainDriven18,
YEAR = "2018",
PAGES = "III:546-554",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650cap2.html#TT153610"}
@article{bb157735,
AUTHOR = "Varoglu, E. and Hacioglu, K.",
TITLE = "Recurrent neural network speech predictor based on dynamical systems
approach",
JOURNAL = VISP,
VOLUME = "147",
YEAR = "2000",
NUMBER = "2",
MONTH = "April",
PAGES = "149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153611"}
@article{bb157736,
AUTHOR = "Gupta, L. and McAvoy, M.",
TITLE = "Investigating the prediction capabilities of the simple recurrent
neural network on real temporal sequences",
JOURNAL = PR,
VOLUME = "33",
YEAR = "2000",
NUMBER = "12",
MONTH = "December",
PAGES = "2075-2081",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153612"}
@article{bb157737,
AUTHOR = "Gupta, L. and McAvoy, M. and Phegley, J.",
TITLE = "Classification of temporal sequences via prediction using the simple
recurrent neural network",
JOURNAL = PR,
VOLUME = "33",
YEAR = "2000",
NUMBER = "10",
MONTH = "October",
PAGES = "1759-1770",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153613"}
@inproceedings{bb157738,
AUTHOR = "Delgado, M. and Pegalajar, M.C.",
TITLE = "A multiobjective genetic algorithm for obtaining the optimal size of a
recurrent neural network for grammatical inference",
BOOKTITLE = PR,
VOLUME = "38",
YEAR = "2005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153614"}
@article{bb157739,
AUTHOR = "Wang, J.S. and Hsu, Y.L. and Lin, H.Y. and Chen, Y.P.",
TITLE = "Minimal model dimension/order determination algorithms for recurrent
neural networks",
JOURNAL = PRL,
VOLUME = "30",
YEAR = "2009",
NUMBER = "9",
MONTH = "July",
PAGES = "812-819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153615"}
@article{bb157740,
AUTHOR = "Chatzis, S.P. and Demiris, Y.F.",
TITLE = "The copula echo state network",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "1",
PAGES = "570-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153616"}
@article{bb157741,
AUTHOR = "Shuai, B. and Zuo, Z. and Wang, G.",
TITLE = "Quaddirectional 2D-Recurrent Neural Networks For Image Labeling",
JOURNAL = SPLetters,
VOLUME = "22",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "1990-1994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153617"}
@article{bb157742,
AUTHOR = "Zuo, Z. and Shuai, B. and Wang, G. and Liu, X. and Wang, X.X. and Wang, B. and Chen, Y.S.",
TITLE = "Learning Contextual Dependence With Convolutional Hierarchical
Recurrent Neural Networks",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "2983-2996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153618"}
@inproceedings{bb157743,
AUTHOR = "Zuo, Z. and Shuai, B. and Wang, G. and Liu, X. and Wang, X.X. and Wang, B. and Chen, Y.S.",
TITLE = "Convolutional recurrent neural networks: Learning spatial
dependencies for image representation",
BOOKTITLE = DeepLearn15,
YEAR = "2015",
PAGES = "18-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153619"}
@article{bb157744,
AUTHOR = "Shuai, B. and Zuo, Z. and Wang, B. and Wang, G.",
TITLE = "Scene Segmentation with DAG-Recurrent Neural Networks",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "1480-1493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153620"}
@inproceedings{bb157745,
AUTHOR = "Shuai, B. and Zuo, Z. and Wang, B. and Wang, G.",
TITLE = "DAG-Recurrent Neural Networks for Scene Labeling",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "3620-3629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153621"}
@article{bb157746,
AUTHOR = "Abdulnabi, A.H. and Shuai, B. and Zuo, Z. and Chau, L.P. and Wang, G.",
TITLE = "Multimodal Recurrent Neural Networks With Information Transfer Layers
for Indoor Scene Labeling",
JOURNAL = MultMed,
VOLUME = "20",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1656-1671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153622"}
@article{bb157747,
AUTHOR = "Lakhal, M.I. and Cevikalp, H. and Escalera, S. and Ofli, F.",
TITLE = "Recurrent neural networks for remote sensing image classification",
JOURNAL = IET-CV,
VOLUME = "12",
YEAR = "2018",
NUMBER = "7",
MONTH = "October",
PAGES = "1040-1045",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153623"}
@article{bb157748,
AUTHOR = "Bu, S.H. and Han, P.C. and Liu, Z.B. and Han, J.W.",
TITLE = "Scene parsing using inference Embedded Deep Networks",
JOURNAL = PR,
VOLUME = "59",
YEAR = "2016",
NUMBER = "1",
PAGES = "188-198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153624"}
@article{bb157749,
AUTHOR = "Liu, N. and Han, J.W.",
TITLE = "A Deep Spatial Contextual Long-Term Recurrent Convolutional Network
for Saliency Detection",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "3264-3274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153625"}
@inproceedings{bb157750,
AUTHOR = "Liu, N. and Han, J.W.",
TITLE = "DHSNet: Deep Hierarchical Saliency Network for Salient Object
Detection",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "678-686",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153626"}
@article{bb157751,
AUTHOR = "Maggiori, E. and Tarabalka, Y. and Charpiat, G. and Alliez, P.",
TITLE = "Convolutional Neural Networks for Large-Scale Remote-Sensing Image
Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "645-657",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153627"}
@article{bb157752,
AUTHOR = "Maggiori, E. and Charpiat, G. and Tarabalka, Y. and Alliez, P.",
TITLE = "Recurrent Neural Networks to Correct Satellite Image Classification
Maps",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "4962-4971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153628"}
@article{bb157753,
AUTHOR = "Maggiori, E. and Tarabalka, Y. and Charpiat, G. and Alliez, P.",
TITLE = "High-Resolution Aerial Image Labeling With Convolutional Neural
Networks",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "7092-7103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153629"}
@article{bb157754,
AUTHOR = "Donahue, J. and Hendricks, L.A. and Rohrbach, M. and Venugopalan, S. and Guadarrama, S. and Saenko, K. and Darrell, T.J.",
TITLE = "Long-Term Recurrent Convolutional Networks for Visual Recognition and
Description",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "4",
MONTH = "April",
PAGES = "677-691",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153630"}
@inproceedings{bb157755,
AUTHOR = "Donahue, J. and Hendricks, L.A. and Guadarrama, S. and Rohrbach, M. and Venugopalan, S. and Darrell, T.J. and Saenko, K.",
TITLE = "Long-Term Recurrent Convolutional Networks for Visual Recognition and
Description",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2625-2634",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153630"}
@inproceedings{bb157756,
AUTHOR = "Hendricks, L.A. and Hu, R.H. and Darrell, T.J. and Akata, Z.",
TITLE = "Grounding Visual Explanations",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "II: 269-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153631"}
@inproceedings{bb157757,
AUTHOR = "Hendricks, L.A. and Akata, Z. and Rohrbach, M. and Donahue, J. and Schiele, B. and Darrell, T.J.",
TITLE = "Generating Visual Explanations",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 3-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153632"}
@article{bb157758,
AUTHOR = "Wu, H. and Prasad, S.",
TITLE = "Convolutional Recurrent Neural Networks for Hyperspectral Data
Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153633"}
@article{bb157759,
AUTHOR = "Zimmermann, R.S. and Siems, J.N.",
TITLE = "Faster training of Mask R-CNN by focusing on instance boundaries",
JOURNAL = CVIU,
VOLUME = "188",
YEAR = "2019",
PAGES = "102795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153634"}
@article{bb157760,
AUTHOR = "Lu, W. and Cheng, Y. and Xiao, C. and Chang, S. and Huang, S. and Liang, B. and Huang, T.",
TITLE = "Unsupervised Sequential Outlier Detection With Deep Architectures",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "4321-4330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153635"}
@article{bb157761,
AUTHOR = "Bergado, J.R. and Persello, C. and Stein, A.",
TITLE = "Recurrent Multiresolution Convolutional Networks for VHR Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "6361-6374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153636"}
@article{bb157762,
AUTHOR = "Han, Z. and Shang, M. and Liu, Z. and Vong, C. and Liu, Y. and Zwicker, M. and Han, J. and Chen, C.L.P.",
TITLE = "SeqViews2SeqLabels: Learning 3D Global Features via Aggregating
Sequential Views by RNN With Attention",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "658-672",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153637"}
@article{bb157763,
AUTHOR = "Han, Z. and Lu, H. and Liu, Z. and Vong, C. and Liu, Y. and Zwicker, M. and Han, J. and Chen, C.L.P.",
TITLE = "3D2SeqViews: Aggregating Sequential Views for 3D Global Feature
Learning by CNN With Hierarchical Attention Aggregation",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "3986-3999",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153638"}
@article{bb157764,
AUTHOR = "Godin, F. and Degrave, J. and Dambre, J. and de Neve, W.",
TITLE = "Dual Rectified Linear Units (DReLUs): A replacement for tanh
activation functions in Quasi-Recurrent Neural Networks",
JOURNAL = PRL,
VOLUME = "116",
YEAR = "2018",
PAGES = "8-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153639"}
@article{bb157765,
AUTHOR = "Song, A. and Choi, J. and Han, Y.K. and Kim, Y.",
TITLE = "Change Detection in Hyperspectral Images Using Recurrent 3D Fully
Convolutional Networks",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153640"}
@article{bb157766,
AUTHOR = "Wang, Q. and Liu, S.T. and Chanussot, J. and Li, X.L.",
TITLE = "Scene Classification With Recurrent Attention of VHR Remote Sensing
Images",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "1155-1167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153641"}
@article{bb157767,
AUTHOR = "Shen, J. and Yu, T.W. and Yang, H.P. and Wang, R. and Wang, Q.",
TITLE = "An Attention Cascade Global-Local Network for Remote Sensing
Scene Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153642"}
@article{bb157768,
AUTHOR = "Shen, J. and Zhang, T. and Wang, Y.C. and Wang, R. and Wang, Q. and Qi, M.",
TITLE = "A Dual-Model Architecture with Grouping-Attention-Fusion for Remote
Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153643"}
@article{bb157769,
AUTHOR = "Zia, T.",
TITLE = "Hierarchical recurrent highway networks",
JOURNAL = PRL,
VOLUME = "119",
YEAR = "2019",
PAGES = "71-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153644"}
@article{bb157770,
AUTHOR = "Kinghorn, P. and Zhang, L. and Shao, L.",
TITLE = "A hierarchical and regional deep learning architecture for image
description generation",
JOURNAL = PRL,
VOLUME = "119",
YEAR = "2019",
PAGES = "77-85",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153645"}
@article{bb157771,
AUTHOR = "Ma, A.D. and Filippi, A.M. and Wang, Z.Y. and Yin, Z.C.",
TITLE = "Hyperspectral Image Classification Using Similarity
Measurements-Based Deep Recurrent Neural Networks",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153646"}
@article{bb157772,
AUTHOR = "Ma, A.D. and Filippi, A.M. and Wang, Z.Y. and Yin, Z.C. and Huo, D. and Li, X. and Guneralp, B.",
TITLE = "Fast Sequential Feature Extraction for Recurrent Neural Network-Based
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "5920-5937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153647"}
@article{bb157773,
AUTHOR = "Liu, Y.C. and Wang, J.Q. and Wang, X.L.",
TITLE = "Learning to recognize opinion targets using recurrent neural networks",
JOURNAL = PRL,
VOLUME = "106",
YEAR = "2018",
PAGES = "41-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153648"}
@article{bb157774,
AUTHOR = "Dong, R. and Xu, D. and Zhao, J. and Jiao, L. and An, J.",
TITLE = "Sig-NMS-Based Faster R-CNN Combining Transfer Learning for Small
Target Detection in VHR Optical Remote Sensing Imagery",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "11",
MONTH = "November",
PAGES = "8534-8545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153649"}
@article{bb157775,
AUTHOR = "Zhang, P. and Xue, J. and Lan, C. and Zeng, W. and Gao, Z. and Zheng, N.",
TITLE = "EleAtt-RNN:
Adding Attentiveness to Neurons in Recurrent Neural Networks",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "1061-1073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153650"}
@article{bb157776,
AUTHOR = "Ren, S.Q. and He, K.M. and Girshick, R. and Sun, J.",
TITLE = "Faster R-CNN:
Towards Real-Time Object Detection with Region Proposal
Networks",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "1137-1149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153651"}
@inproceedings{bb157777,
AUTHOR = "Qin, Z. and Li, Z.M. and Zhang, Z.N. and Bao, Y.P. and Yu, G. and Peng, Y.X. and Sun, J.",
TITLE = "ThunderNet: Towards Real-Time Generic Object Detection on Mobile
Devices",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6717-6726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153652"}
@article{bb157778,
AUTHOR = "He, K.M. and Gkioxari, G. and Dollar, P. and Girshick, R.",
TITLE = "Mask R-CNN",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "386-397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153653"}
@inproceedings{bb157779,
AUTHOR = "Girshick, R. and Dollar, P. and Gkioxari, G. and He, K.M.",
TITLE = "Mask R-CNN",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2980-2988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153653"}
@inproceedings{bb157780,
AUTHOR = "Girshick, R.",
TITLE = "Fast R-CNN",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1440-1448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153654"}
@article{bb157781,
AUTHOR = "Ren, Y. and Zhu, C.R. and Xiao, S.P.",
TITLE = "Deformable Faster R-CNN with Aggregating Multi-Layer Features for
Partially Occluded Object Detection in Optical Remote Sensing Images",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153655"}
@article{bb157782,
AUTHOR = "Yan, J.Q. and Wang, H.Q. and Yan, M.L. and Diao, W.H. and Sun, X. and Li, H.",
TITLE = "IoU-Adaptive Deformable R-CNN: Make Full Use of IoU for Multi-Class
Object Detection in Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153656"}
@article{bb157783,
AUTHOR = "Sun, Y.X. and Amano, H.",
TITLE = "FiC-RNN: A Multi-FPGA Acceleration Framework for Deep Recurrent Neural
Networks",
JOURNAL = IEICE,
VOLUME = "E103-D",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "2457-2462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153657"}
@article{bb157784,
AUTHOR = "Zhu, L. and Xie, Z.H. and Liu, L.M. and Tao, B. and Tao, W.B.",
TITLE = "IoU-uniform R-CNN: Breaking through the limitations of RPN",
JOURNAL = PR,
VOLUME = "112",
YEAR = "2021",
PAGES = "107816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153658"}
@article{bb157785,
AUTHOR = "Chen, Y.H. and Wang, H.R. and Li, W. and Sakaridis, C. and Dai, D.X. and Van Gool, L.J.",
TITLE = "Scale-Aware Domain Adaptive Faster R-CNN",
JOURNAL = IJCV,
VOLUME = "129",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "2223-2243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153659"}
@inproceedings{bb157786,
AUTHOR = "Chen, Y.H. and Li, W. and Sakaridis, C. and Dai, D.X. and Van Gool, L.J.",
TITLE = "Domain Adaptive Faster R-CNN for Object Detection in the Wild",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "3339-3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153660"}
@article{bb157787,
AUTHOR = "Liang, L. and Wang, G.",
TITLE = "Efficient recurrent attention network for remote sensing scene
classification",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "8",
PAGES = "1712-1721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153661"}
@article{bb157788,
AUTHOR = "Garner, P.N. and Tong, S.",
TITLE = "A Bayesian Approach to Recurrence in Neural Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "2527-2537",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153662"}
@article{bb157789,
AUTHOR = "Gammelli, D. and Rodrigues, F.",
TITLE = "Recurrent flow networks: A recurrent latent variable model for
density estimation of urban mobility",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153663"}
@article{bb157790,
AUTHOR = "Turkoglu, M.O. and d'Aronco, S. and Wegner, J.D. and Schindler, K.",
TITLE = "Gating Revisited: Deep Multi-Layer RNNs That can be Trained",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4081-4092",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153664"}
@article{bb157791,
AUTHOR = "Pei, W.J. and Feng, X. and Fu, C.M. and Cao, Q. and Lu, G.M. and Tai, Y.W.",
TITLE = "Learning Sequence Representations by Non-local Recurrent Neural Memory",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "2532-2552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153665"}
@inproceedings{bb157792,
AUTHOR = "Fu, C.M. and Pei, W.J. and Cao, Q. and Zhang, C.P. and Zhao, Y. and Shen, X.Y. and Tai, Y.W.",
TITLE = "Non-Local Recurrent Neural Memory for Supervised Sequence Modeling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6310-6319",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153666"}
@article{bb157793,
AUTHOR = "Cheng, Z.H. and Chen, B. and Lu, R.Y. and Wang, Z.J. and Zhang, H. and Meng, Z.Y. and Yuan, X.",
TITLE = "Recurrent Neural Networks for Snapshot Compressive Imaging",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2264-2281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153667"}
@inproceedings{bb157794,
AUTHOR = "Cheng, Z.H. and Lu, R.Y. and Wang, Z.J. and Zhang, H. and Chen, B. and Meng, Z.Y. and Yuan, X.",
TITLE = "Birnat: Bidirectional Recurrent Neural Networks with Adversarial
Training for Video Snapshot Compressive Imaging",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:258-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153668"}
@inproceedings{bb157795,
AUTHOR = "Meng, Z.Y. and Yu, Z.M. and Xu, K. and Yuan, X.",
TITLE = "Self-supervised Neural Networks for Spectral Snapshot Compressive
Imaging",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2602-2611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153669"}
@inproceedings{bb157796,
AUTHOR = "Meng, Z.Y. and Yuan, X.",
TITLE = "Perception Inspired Deep Neural Networks for Spectral Snapshot
Compressive Imaging",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2813-2817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153670"}
@article{bb157797,
AUTHOR = "Wang, Y.D. and Bai, X.Z.",
TITLE = "Versatile recurrent neural network for wide types of video
restoration",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153671"}
@article{bb157798,
AUTHOR = "Wang, C. and Lawrence, C. and Niepert, M.",
TITLE = "State-Regularized Recurrent Neural Networks to Extract Automata and
Explain Predictions",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7739-7750",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153672"}
@article{bb157799,
AUTHOR = "Yao, Z.Y. and Wang, Y. and Wu, H. and Wang, J.M. and Long, M.S.",
TITLE = "ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised
Predictive Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13281-13296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern650rc1.html#TT153673"}
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