@inproceedings{bb159600,
AUTHOR = "Yang, H. and Zhou, J.T.Y. and Zhang, Y. and Gao, B.B. and Wu, J.X. and Cai, J.F.",
TITLE = "Exploit Bounding Box Annotations for Multi-Label Object Recognition",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "280-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155464"}
@inproceedings{bb159601,
AUTHOR = "Noh, H. and Seo, P.H. and Han, B.",
TITLE = "Image Question Answering Using Convolutional Neural Network with
Dynamic Parameter Prediction",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "30-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155465"}
@inproceedings{bb159602,
AUTHOR = "Long, G. and Kneip, L. and Alvarez, J.M. and Li, H.D. and Zhang, X. and Yu, Q.F.",
TITLE = "Learning Image Matching by Simply Watching Video",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VI: 434-450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155466"}
@inproceedings{bb159603,
AUTHOR = "Xie, S.N. and Huang, X. and Tu, Z.W.",
TITLE = "Top-Down Learning for Structured Labeling with Convolutional
Pseudoprior",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 302-317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155467"}
@inproceedings{bb159604,
AUTHOR = "Rastegari, M. and Ordonez, V. and Redmon, J. and Farhadi, A.",
TITLE = "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural
Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 525-542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155468"}
@inproceedings{bb159605,
AUTHOR = "Gkioxari, G. and Toshev, A. and Jaitly, N.",
TITLE = "Chained Predictions Using Convolutional Neural Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 728-743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155469"}
@inproceedings{bb159606,
AUTHOR = "Dai, J.F. and He, K.M. and Li, Y. and Ren, S.Q. and Sun, J.",
TITLE = "Instance-Sensitive Fully Convolutional Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VI: 534-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155470"}
@inproceedings{bb159607,
AUTHOR = "Sun, Z. and Ozay, M. and Okatani, T.",
TITLE = "Design of Kernels in Convolutional Neural Networks for Image
Classification",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VII: 51-66",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155471"}
@inproceedings{bb159608,
AUTHOR = "Walach, E. and Wolf, L.B.",
TITLE = "Learning to Count with CNN Boosting",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "II: 660-676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155472"}
@inproceedings{bb159609,
AUTHOR = "Jackson, A.S. and Valstar, M. and Tzimiropoulos, G.",
TITLE = "A CNN Cascade for Landmark Guided Semantic Part Segmentation",
BOOKTITLE = DeepLearn16,
YEAR = "2016",
PAGES = "III: 143-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155473"}
@inproceedings{bb159610,
AUTHOR = "Yang, Y. and Chen, F. and Chen, X.M. and Dai, Y. and Chen, Z.Y. and Ji, J. and Zhao, T.",
TITLE = "Video system for human attribute analysis using compact convolutional
neural network",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "584-588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155474"}
@inproceedings{bb159611,
AUTHOR = "Ahmadi, A. and Patras, I.",
TITLE = "Unsupervised convolutional neural networks for motion estimation",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1629-1633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155475"}
@inproceedings{bb159612,
AUTHOR = "Mayhew, M.B. and Chen, B. and Ni, K.S.",
TITLE = "Assessing semantic information in convolutional neural network
representations of images via image annotation",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2266-2270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155476"}
@inproceedings{bb159613,
AUTHOR = "Venkatesan, R. and Gatupalli, V. and Li, B.X.",
TITLE = "On the generality of neural image features",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "41-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155477"}
@inproceedings{bb159614,
AUTHOR = "Zhou, D. and Li, X. and Zhang, Y.J.",
TITLE = "A novel CNN-based match kernel for image retrieval",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2445-2449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155478"}
@inproceedings{bb159615,
AUTHOR = "Blot, M. and Cord, M. and Thome, N.",
TITLE = "Max-min convolutional neural networks for image classification",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3678-3682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155479"}
@inproceedings{bb159616,
AUTHOR = "Goroshin, R. and Bruna, J. and Tompson, J. and Eigen, D. and Le Cun, Y.L.",
TITLE = "Unsupervised Learning of Spatiotemporally Coherent Metrics",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4086-4093",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155480"}
@inproceedings{bb159617,
AUTHOR = "Wang, X.L. and Gupta, A.",
TITLE = "Unsupervised Learning of Visual Representations Using Videos",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2794-2802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155481"}
@inproceedings{bb159618,
AUTHOR = "Zha, S.X. and Luisier, F. and Andrews, W. and Srivastava, N. and Salakhutdinov, R.",
TITLE = "Exploiting Image-trained CNN Architectures for Unconstrained Video
Classification",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155482"}
@inproceedings{bb159619,
AUTHOR = "Raj, A. and Namboodiri, V.P. and Tuytelaars, T.",
TITLE = "Subspace Alignment Based Domain Adaptation for RCNN Detector",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155483"}
@inproceedings{bb159620,
AUTHOR = "Graham, B.",
TITLE = "Sparse 3D convolutional neural networks",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155484"}
@inproceedings{bb159621,
AUTHOR = "Lenc, K. and Vedaldi, A.",
TITLE = "R-CNN minus R",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155485"}
@inproceedings{bb159622,
AUTHOR = "Kang, S.H. and Lee, D.H. and Yoo, C.D.",
TITLE = "Face attribute classification using attribute-aware correlation map
and gated convolutional neural networks",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4922-4926",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155486"}
@inproceedings{bb159623,
AUTHOR = "Peng, K.C. and Chen, T.H.",
TITLE = "Toward correlating and solving abstract tasks using convolutional
neural networks",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155487"}
@inproceedings{bb159624,
AUTHOR = "Peng, K.C. and Chen, T.H.",
TITLE = "Cross-layer features in convolutional neural networks for generic
classification tasks",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3057-3061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155488"}
@inproceedings{bb159625,
AUTHOR = "Alam, M.M. and Patil, P. and Hagan, M.T. and Chandler, D.M.",
TITLE = "A computational model for predicting local distortion visibility via
convolutional neural network trained on natural scenes",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3967-3971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155489"}
@inproceedings{bb159626,
AUTHOR = "Hosang, J. and Benenson, R. and Schiele, B.",
TITLE = "Learning Non-maximum Suppression",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6469-6477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155490"}
@inproceedings{bb159627,
AUTHOR = "Hosang, J. and Benenson, R. and Schiele, B.",
TITLE = "A Convnet for Non-maximum Suppression",
BOOKTITLE = GCPR16,
YEAR = "2016",
PAGES = "192-204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155491"}
@inproceedings{bb159628,
AUTHOR = "Bhalla, V. and Chaudhury, S. and Jain, A.",
TITLE = "A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine",
BOOKTITLE = PReMI15,
YEAR = "2015",
PAGES = "215-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155492"}
@inproceedings{bb159629,
AUTHOR = "Escorcia, V. and Niebles, J.C. and Ghanem, B.",
TITLE = "On the relationship between visual attributes and convolutional
networks",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "1256-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155493"}
@inproceedings{bb159630,
AUTHOR = "He, K.M. and Sun, J.",
TITLE = "Convolutional neural networks at constrained time cost",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "5353-5360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155494"}
@inproceedings{bb159631,
AUTHOR = "Marvasti, E.E. and Marvasti, A.E. and Foroosh, H.",
TITLE = "Exploiting Symmetries of Distributions in CNNs and Folded Coding",
BOOKTITLE = CRV18,
YEAR = "2018",
PAGES = "47-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155495"}
@inproceedings{bb159632,
AUTHOR = "Liu, B.Y. and Wang, M. and Foroosh, H. and Tappen, M. and Penksy, M.",
TITLE = "Sparse Convolutional Neural Networks",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "806-814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155496"}
@inproceedings{bb159633,
AUTHOR = "Paisitkriangkrai, S. and Sherrah, J. and Janney, P. and van den Hengel, A.J.",
TITLE = "Effective semantic pixel labelling with convolutional networks and
Conditional Random Fields",
BOOKTITLE = EarthObserv15,
YEAR = "2015",
PAGES = "36-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155497"}
@inproceedings{bb159634,
AUTHOR = "Workman, S. and Jacobs, N.",
TITLE = "On the location dependence of convolutional neural network features",
BOOKTITLE = EarthObserv15,
YEAR = "2015",
PAGES = "70-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155498"}
@inproceedings{bb159635,
AUTHOR = "Jie, Z.Q. and Yan, S.C.",
TITLE = "Robust Scene Classification with Cross-Level LLC Coding on CNN Features",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 376-390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155499"}
@inproceedings{bb159636,
AUTHOR = "Ozeki, M. and Okatani, T.",
TITLE = "Understanding Convolutional Neural Networks in Terms of Category-Level
Attributes",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 362-375",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155500"}
@inproceedings{bb159637,
AUTHOR = "Maire, F. and Mejias, L. and Hodgson, A.",
TITLE = "A Convolutional Neural Network for Automatic Analysis of Aerial
Imagery",
BOOKTITLE = DICTA14,
YEAR = "2014",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155501"}
@inproceedings{bb159638,
AUTHOR = "Frazao, X. and Alexandre, L.A.",
TITLE = "Weighted Convolutional Neural Network Ensemble",
BOOKTITLE = CIARP14,
YEAR = "2014",
PAGES = "674-681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155502"}
@inproceedings{bb159639,
AUTHOR = "Frazao, X. and Alexandre, L.A.",
TITLE = "DropAll: Generalization of Two Convolutional Neural Network
Regularization Methods",
BOOKTITLE = ICIAR14,
YEAR = "2014",
PAGES = "I: 282-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155503"}
@inproceedings{bb159640,
AUTHOR = "Oquab, M. and Bottou, L. and Laptev, I. and Sivic, J.",
TITLE = "Is object localization for free? - Weakly-supervised learning with
convolutional neural networks",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "685-694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155504"}
@inproceedings{bb159641,
AUTHOR = "Oquab, M. and Bottou, L. and Laptev, I. and Sivic, J.",
TITLE = "Learning and Transferring Mid-level Image Representations Using
Convolutional Neural Networks",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "1717-1724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155505"}
@inproceedings{bb159642,
AUTHOR = "Simard, P.Y. and Steinkraus, D. and Platt, J.C.",
TITLE = "Best practices for convolutional neural networks applied to visual
document analysis",
BOOKTITLE = ICDAR03,
YEAR = "2003",
PAGES = "958-963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern651.html#TT155506"}
@article{bb159643,
AUTHOR = "Bai, S. and Zhang, F.H. and Torr, P.H.S.",
TITLE = "Hypergraph convolution and hypergraph attention",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155507"}
@article{bb159644,
AUTHOR = "Gama, F. and Isufi, E. and Leus, G. and Ribeiro, A.",
TITLE = "Graphs, Convolutions, and Neural Networks: From Graph Filters to
Graph Neural Networks",
JOURNAL = SPMag,
VOLUME = "37",
YEAR = "2020",
NUMBER = "6",
MONTH = "November",
PAGES = "128-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155508"}
@article{bb159645,
AUTHOR = "Jiang, J.J. and He, Z.X. and Zhang, S.Y. and Zhao, X.Y. and Tan, J.R.",
TITLE = "Learning to transfer focus of graph neural network for scene graph
parsing",
JOURNAL = PR,
VOLUME = "112",
YEAR = "2021",
PAGES = "107707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155509"}
@article{bb159646,
AUTHOR = "Ruiz, L. and Gama, F. and Ribeiro, A.",
TITLE = "Graph Neural Networks: Architectures, Stability, and Transferability",
JOURNAL = PIEEE,
VOLUME = "109",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "660-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155510"}
@article{bb159647,
AUTHOR = "Manessi, F. and Rozza, A.",
TITLE = "Graph-based neural network models with multiple self-supervised
auxiliary tasks",
JOURNAL = PRL,
VOLUME = "148",
YEAR = "2021",
PAGES = "15-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155511"}
@article{bb159648,
AUTHOR = "Wang, W. and Gao, J.Y. and Yang, X.S. and Xu, C.S.",
TITLE = "Learning Coarse-to-Fine Graph Neural Networks for Video-Text
Retrieval",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2386-2397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155512"}
@article{bb159649,
AUTHOR = "Abadal, S. and Jain, A. and Guirado, R. and Lopez Alonso, J. and Alarcon, E.",
TITLE = "Computing Graph Neural Networks: A Survey from Algorithms to
Accelerators",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "9",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155513"}
@article{bb159650,
AUTHOR = "Hu, Y.F. and Gao, J.Y. and Xu, C.S.",
TITLE = "Learning Dual-Pooling Graph Neural Networks for Few-Shot Video
Classification",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "4285-4296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155514"}
@article{bb159651,
AUTHOR = "Feng, Y.B. and Gao, J.Y. and Xu, C.S.",
TITLE = "Learning Dual-Routing Capsule Graph Neural Network for Few-Shot Video
Classification",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "3204-3216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155515"}
@article{bb159652,
AUTHOR = "Wang, Y.N. and Liu, Z.J. and Luo, Y. and Luo, C.",
TITLE = "A transductive learning method to leverage graph structure for
few-shot learning",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "189-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155516"}
@article{bb159653,
AUTHOR = "Tiezzi, M. and Marra, G. and Melacci, S. and Maggini, M.",
TITLE = "Deep Constraint-Based Propagation in Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "727-739",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155517"}
@article{bb159654,
AUTHOR = "Ciano, G. and Rossi, A. and Bianchini, M. and Scarselli, F.",
TITLE = "On Inductive-Transductive Learning With Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "758-769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155518"}
@article{bb159655,
AUTHOR = "Ding, J.Y. and Cheng, R.H. and Song, J. and Zhang, X.R. and Jiao, L.C. and Wu, J.S.",
TITLE = "Graph label prediction based on local structure characteristics
representation",
JOURNAL = PR,
VOLUME = "125",
YEAR = "2022",
PAGES = "108525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155519"}
@article{bb159656,
AUTHOR = "Chen, Y.C. and Lai, K.T. and Liu, D. and Chen, M.S.",
TITLE = "TAGNet: Triplet-Attention Graph Networks for Hashtag Recommendation",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1148-1159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155520"}
@article{bb159657,
AUTHOR = "Kan, S.C. and Cen, Y.G. and Li, Y. and Vladimir, M. and He, Z.H.",
TITLE = "Local Semantic Correlation Modeling Over Graph Neural Networks for
Deep Feature Embedding and Image Retrieval",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2988-3003",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155521"}
@article{bb159658,
AUTHOR = "Thang, D.C. and Dat, H.T. and Tam, N.T. and Jo, J. and Hung, N.Q.V. and Aberer, K.",
TITLE = "Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks",
JOURNAL = PRL,
VOLUME = "159",
YEAR = "2022",
PAGES = "46-53",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155522"}
@article{bb159659,
AUTHOR = "Wang, R.Z. and Yan, J.C. and Yang, X.K.",
TITLE = "Neural Graph Matching Network: Learning Lawler's Quadratic Assignment
Problem With Extension to Hypergraph and Multiple-Graph Matching",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5261-5279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155523"}
@article{bb159660,
AUTHOR = "Tian, Y. and Sun, X. and Niu, R.G. and Yu, H.F. and Zhu, Z.C. and Wang, P. and Fu, K.",
TITLE = "Fully-weighted HGNN: Learning efficient non-local relations with
hypergraph in aerial imagery",
JOURNAL = PandRS,
VOLUME = "191",
YEAR = "2022",
PAGES = "263-276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155524"}
@article{bb159661,
AUTHOR = "Isufi, E. and Gama, F. and Ribeiro, A.",
TITLE = "EdgeNets: Edge Varying Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7457-7473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155525"}
@article{bb159662,
AUTHOR = "Sabbaqi, M. and Isufi, E.",
TITLE = "Graph-Time Convolutional Neural Networks:
Architecture and Theoretical Analysis",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14625-14638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155526"}
@article{bb159663,
AUTHOR = "Liu, M. and Wang, Z.Y. and Ji, S.W.",
TITLE = "Non-Local Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10270-10276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155527"}
@article{bb159664,
AUTHOR = "Li, S. and Liu, F. and Jiao, L.C. and Chen, P. and Liu, X. and Li, L.L.",
TITLE = "MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel
Priors",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "7306-7321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155528"}
@article{bb159665,
AUTHOR = "Bouritsas, G. and Frasca, F. and Zafeiriou, S.P. and Bronstein, M.M.",
TITLE = "Improving Graph Neural Network Expressivity via Subgraph Isomorphism
Counting",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "657-668",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155529"}
@article{bb159666,
AUTHOR = "Abdelaziz, I. and Crouse, M. and Makni, B. and Austel, V. and Cornelio, C. and Ikbal, S. and Kapanipathi, P. and Makondo, N. and Srinivas, K. and Witbrock, M. and Fokoue, A.",
TITLE = "Learning to Guide a Saturation-Based Theorem Prover",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "738-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155530"}
@article{bb159667,
AUTHOR = "Xie, Y.C. and Xu, Z. and Zhang, J.T. and Wang, Z.Y. and Ji, S.W.",
TITLE = "Self-Supervised Learning of Graph Neural Networks: A Unified Review",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2412-2429",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155531"}
@article{bb159668,
AUTHOR = "Chen, T.L. and Zhou, K.X. and Duan, K.Y. and Zheng, W.Q. and Wang, P.H. and Hu, X. and Wang, Z.Y.",
TITLE = "Bag of Tricks for Training Deeper Graph Neural Networks:
A Comprehensive Benchmark Study",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "2769-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155532"}
@article{bb159669,
AUTHOR = "Vasudevan, V. and Bassenne, M. and Islam, M.T. and Xing, L.",
TITLE = "Image classification using graph neural network and multiscale
wavelet superpixels",
JOURNAL = PRL,
VOLUME = "166",
YEAR = "2023",
PAGES = "89-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155533"}
@article{bb159670,
AUTHOR = "Qian, S.S. and Xue, D. and Fang, Q. and Xu, C.S.",
TITLE = "Integrating Multi-Label Contrastive Learning With Dual Adversarial
Graph Neural Networks for Cross-Modal Retrieval",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4794-4811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155534"}
@article{bb159671,
AUTHOR = "Mohamed, H.A. and Pilutti, D. and James, S. and del Bue, A. and Pelillo, M. and Vascon, S.",
TITLE = "Locality-aware subgraphs for inductive link prediction in knowledge
graphs",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "90-97",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155535"}
@article{bb159672,
AUTHOR = "Kaczmarek, I. and Iwaniak, A. and Swietlicka, A.",
TITLE = "Classification of Spatial Objects with the Use of Graph Neural
Networks",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155536"}
@article{bb159673,
AUTHOR = "Fan, X.L. and Gong, M. and Wu, Y.",
TITLE = "Markov clustering regularized multi-hop graph neural network",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155537"}
@article{bb159674,
AUTHOR = "Hao, Y.J. and Ma, J. and Zhao, P.P. and Liu, G.F. and Xian, X.F. and Zhao, L. and Sheng, V.S.",
TITLE = "Multi-dimensional Graph Neural Network for Sequential Recommendation",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155538"}
@article{bb159675,
AUTHOR = "Wang, Z.Y. and Ji, S.W.",
TITLE = "Second-Order Pooling for Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "6870-6880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155539"}
@article{bb159676,
AUTHOR = "Gui, S.R. and Yuan, H. and Wang, J. and Lao, Q.C. and Li, K. and Ji, S.W.",
TITLE = "FlowX: Towards Explainable Graph Neural Networks via Message Flows",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4567-4578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155540"}
@article{bb159677,
AUTHOR = "Mueller, T.T. and Paetzold, J.C. and Prabhakar, C. and Usynin, D. and Rueckert, D. and Kaissis, G.",
TITLE = "Differentially Private Graph Neural Networks for Whole-Graph
Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7308-7318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155541"}
@article{bb159678,
AUTHOR = "Jiang, X.D. and Zhu, R.H. and Ji, P.S. and Li, S.",
TITLE = "Co-Embedding of Nodes and Edges With Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7075-7086",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155542"}
@article{bb159679,
AUTHOR = "Wan, H. and Zhang, X.W. and Zhang, Y. and Zhao, X.B. and Ying, S.H. and Gao, Y.",
TITLE = "Structure Evolution on Manifold for Graph Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7751-7763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155543"}
@article{bb159680,
AUTHOR = "Lyu, S. and Wang, K. and Zhang, L. and Wang, B.L.",
TITLE = "Process-Oriented heterogeneous graph learning in GNN-Based ICS
anomalous pattern recognition",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155544"}
@article{bb159681,
AUTHOR = "Li, J.X. and Sun, Q.Y. and Peng, H. and Yang, B. and Wu, J. and Yu, P.S.",
TITLE = "Adaptive Subgraph Neural Network With Reinforced Critical Structure
Mining",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8063-8080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155545"}
@article{bb159682,
AUTHOR = "Chen, H. and Li, L.Y. and Hu, F.Y. and Lyu, F. and Zhao, L.Q. and Huang, K.Z. and Feng, W. and Xia, Z.P.",
TITLE = "Multi-semantic hypergraph neural network for effective few-shot
learning",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155546"}
@article{bb159683,
AUTHOR = "Ansarizadeh, F. and Tay, D.B. and Thiruvady, D. and Robles kelly, A.",
TITLE = "Deterministic sampling in heterogeneous graph neural networks",
JOURNAL = PRL,
VOLUME = "172",
YEAR = "2023",
PAGES = "74-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155547"}
@article{bb159684,
AUTHOR = "Melton, J. and Krishnan, S.",
TITLE = "muxGNN: Multiplex Graph Neural Network for Heterogeneous Graphs",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "11067-11078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155548"}
@article{bb159685,
AUTHOR = "Jiang, X.Y. and Zhang, S.H. and Zhang, X.P. and Ma, J.Y.",
TITLE = "Improving sparse graph attention for feature matching by informative
keypoints exploration",
JOURNAL = CVIU,
VOLUME = "235",
YEAR = "2023",
PAGES = "103803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155549"}
@article{bb159686,
AUTHOR = "Bai, N. and Nourian, P. and Luo, R. and Cheng, T. and Pereira Roders, A.",
TITLE = "Screening the stones of Venice: Mapping social perceptions of
cultural significance through graph-based semi-supervised
classification",
JOURNAL = PandRS,
VOLUME = "203",
YEAR = "2023",
PAGES = "135-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155550"}
@article{bb159687,
AUTHOR = "Wang, B.B. and Jiang, B. and Tang, J. and Luo, B.",
TITLE = "Generalizing Aggregation Functions in GNNs:
Building High Capacity and Robust GNNs via Nonlinear Aggregation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13454-13466",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155551"}
@article{bb159688,
AUTHOR = "Xie, Y. and Liang, Y.F. and Gong, M. and Qin, A.K. and Ong, Y.S. and He, T.T.",
TITLE = "Semisupervised Graph Neural Networks for Graph Classification",
JOURNAL = Cyber,
VOLUME = "53",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "6222-6235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155552"}
@article{bb159689,
AUTHOR = "Chen, X. and Pan, Y. and Tsang, I. and Zhang, Y.",
TITLE = "Learning node representations against perturbations",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109976",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155553"}
@article{bb159690,
AUTHOR = "Lin, H.Y. and Yan, M.Y. and Ye, X.C. and Fan, D.R. and Pan, S.R. and Chen, W.G. and Xie, Y.",
TITLE = "A Comprehensive Survey on Distributed Training of Graph Neural
Networks",
JOURNAL = PIEEE,
VOLUME = "111",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "1572-1606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155554"}
@article{bb159691,
AUTHOR = "Xiao, S.X. and Du, S. and Chen, Z.L. and Zhang, Y.H. and Wang, S.P.",
TITLE = "Dual Fusion-Propagation Graph Neural Network for Multi-View
Clustering",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "9203-9215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155555"}
@article{bb159692,
AUTHOR = "Fan, S.H. and Wang, X. and Shi, C. and Cui, P. and Wang, B.",
TITLE = "Generalizing Graph Neural Networks on Out-of-Distribution Graphs",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "322-337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155556"}
@article{bb159693,
AUTHOR = "Zheng, S. and Zhu, Z.F. and Liu, Z. and Li, Y. and Zhao, Y.",
TITLE = "Node-Oriented Spectral Filtering for Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "388-402",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155557"}
@article{bb159694,
AUTHOR = "Zhou, Y.F. and Yu, L.",
TITLE = "Few-shot learning via weighted prototypes from graph structure",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "230-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155558"}
@article{bb159695,
AUTHOR = "Wu, H. and Yip, A. and Long, J.Y. and Zhang, J. and Ng, M.K.",
TITLE = "Simplicial Complex Neural Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "561-575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155559"}
@article{bb159696,
AUTHOR = "Deb, S. and Rahman, S. and Rahman, S.",
TITLE = "GA-GWNN: Generalized Adaptive Graph Wavelet Neural Network",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "128-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155560"}
@article{bb159697,
AUTHOR = "Bicciato, A. and Cosmo, L. and Minello, G. and Rossi, L. and Torsello, A.",
TITLE = "GNN-LoFI: A novel graph neural network through localized
feature-based histogram intersection",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155561"}
@article{bb159698,
AUTHOR = "Chen, Z.Q. and Chen, F.L. and Zhang, L. and Ji, T. and Fu, K. and Zhao, L. and Chen, F. and Wu, L.F. and Aggarwal, C. and Lu, C.T.",
TITLE = "Bridging the Gap between Spatial and Spectral Domains:
A Unified Framework for Graph Neural Networks",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2023",
NUMBER = "5",
MONTH = "December",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155562"}
@article{bb159699,
AUTHOR = "Chai, L. and Tu, L. and Wang, X.J. and Su, Q.Q.",
TITLE = "Hypergraph modeling and hypergraph multi-view attention neural
network for link prediction",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT155563"}
Last update:Jun 13, 2026 at 20:41:05