@article{bb160900,
AUTHOR = "Peharz, R. and Gens, R. and Pernkopf, F. and Domingos, P.",
TITLE = "On the Latent Variable Interpretation in Sum-Product Networks",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "10",
MONTH = "October",
PAGES = "2030-2044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156758"}
@article{bb160901,
AUTHOR = "Lu, J. and Xuan, J.Y. and Zhang, G.Q. and Luo, X.F.",
TITLE = "Structural property-aware multilayer network embedding for latent
factor analysis",
JOURNAL = PR,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "228-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156759"}
@article{bb160902,
AUTHOR = "Cheng, G. and Li, Z. and Han, J. and Yao, X. and Guo, L.",
TITLE = "Exploring Hierarchical Convolutional Features for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "6712-6722",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156760"}
@article{bb160903,
AUTHOR = "Guo, A.J.X. and Zhu, F.",
TITLE = "A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral
Imagery Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "7170-7181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156761"}
@article{bb160904,
AUTHOR = "Liu, Y. and Luo, T.J.",
TITLE = "The optimization of sum-product network structure learning",
JOURNAL = JVCIR,
VOLUME = "60",
YEAR = "2019",
PAGES = "391-397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156762"}
@article{bb160905,
AUTHOR = "Gong, M. and Yao, C.Y. and Xie, Y. and Xu, M.L.",
TITLE = "Semi-supervised network embedding with text information",
JOURNAL = PR,
VOLUME = "104",
YEAR = "2020",
PAGES = "107347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156763"}
@article{bb160906,
AUTHOR = "Iddianozie, C. and McArdle, G.",
TITLE = "Improved Graph Neural Networks for Spatial Networks Using
Structure-Aware Sampling",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156764"}
@article{bb160907,
AUTHOR = "Gui, Y. and Zeng, G.",
TITLE = "Joint learning of visual and spatial features for edit propagation from
a single image",
JOURNAL = VC,
VOLUME = "36",
YEAR = "2020",
NUMBER = "3",
MONTH = "March",
PAGES = "469-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156765"}
@article{bb160908,
AUTHOR = "Tabernik, D. and Kristan, M. and Leonardis, A.",
TITLE = "Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural
Networks",
JOURNAL = IJCV,
VOLUME = "128",
YEAR = "2020",
NUMBER = "8-9",
MONTH = "September",
PAGES = "2049-2067",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156766"}
@inproceedings{bb160909,
AUTHOR = "Tabernik, D. and Kristan, M. and Leonardis, A.",
TITLE = "Spatially-Adaptive Filter Units for Deep Neural Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9388-9396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156767"}
@article{bb160910,
AUTHOR = "Dai, Y.P. and Jin, T. and Song, Y.K. and Sun, S.L. and Wu, C.",
TITLE = "Convolutional Neural Network with Spatial-Variant Convolution Kernel",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156768"}
@article{bb160911,
AUTHOR = "Ruan, D.S. and Shi, Y. and Wen, J. and Zheng, N.G. and Zheng, M.",
TITLE = "Spatially-Aware Context Neural Networks",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "6906-6916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156769"}
@article{bb160912,
AUTHOR = "Zhang, M.H. and Luo, H.L. and Song, W. and Mei, H.B. and Su, C.",
TITLE = "Spectral-Spatial Offset Graph Convolutional Networks for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156770"}
@article{bb160913,
AUTHOR = "Wang, D. and Lan, J.H.",
TITLE = "A Deformable Convolutional Neural Network with Spatial-Channel
Attention for Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156771"}
@article{bb160914,
AUTHOR = "Vidal Pino, O. and Nascimento, E.R. and Campos, M.F.M.",
TITLE = "Introducing the structural bases of typicality effects in deep
learning",
JOURNAL = IVC,
VOLUME = "113",
YEAR = "2021",
PAGES = "104249",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156772"}
@article{bb160915,
AUTHOR = "Ma, X. and Guo, J. and Sansom, A. and McGuire, M. and Kalaani, A. and Chen, Q. and Tang, S. and Yang, Q. and Fu, S.",
TITLE = "Spatial Pyramid Attention for Deep Convolutional Neural Networks",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3048-3058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156773"}
@article{bb160916,
AUTHOR = "Ma, W.P. and Zhao, J. and Zhu, H. and Shen, J.C. and Jiao, L.C. and Wu, Y. and Hou, B.",
TITLE = "A Spatial-Channel Collaborative Attention Network for Enhancement of
Multiresolution Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156774"}
@article{bb160917,
AUTHOR = "Zhu, S. and Du, B. and Zhang, L.P. and Li, X.",
TITLE = "Attention-Based Multiscale Residual Adaptation Network for
Cross-Scene Classification",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156775"}
@article{bb160918,
AUTHOR = "Eberle, O. and Buttner, J. and Krautli, F. and Muller, K.R. and Valleriani, M. and Montavon, G.",
TITLE = "Building and Interpreting Deep Similarity Models",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1149-1161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156776"}
@article{bb160919,
AUTHOR = "Zhang, J.J. and Zhang, Z.X. and Wang, L. and Zhou, L.P. and Zhang, X.C. and Liu, M.T. and Wu, W.W.",
TITLE = "Kernel-based feature aggregation framework in point cloud networks",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156777"}
@article{bb160920,
AUTHOR = "Li, P. and Gao, J. and Zhang, J.N. and Jin, S. and Chen, Z.K.",
TITLE = "Deep Reinforcement Clustering",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "8183-8193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156778"}
@article{bb160921,
AUTHOR = "Sun, Z.G. and Sun, H. and Zhang, M.Z. and Li, J. and Gao, X.B.",
TITLE = "A Non-Local Block With Adaptive Regularization Strategy",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "331-335",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156779"}
@article{bb160922,
AUTHOR = "Rezanejad, M. and Wilder, J. and Walther, D.B. and Jepson, A.D. and Dickinson, S. and Siddiqi, K.",
TITLE = "Shape-Based Measures Improve Scene Categorization",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2041-2053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156780"}
@article{bb160923,
AUTHOR = "Lin, G.F. and Wei, W.C. and Kang, X.B. and Liao, K.Y. and Zhang, E.",
TITLE = "Deep graph layer information mining convolutional network",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110593",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156781"}
@article{bb160924,
AUTHOR = "Cao, Y.K. and Feng, Y. and Wang, H.R. and Xie, X. and Zhou, S.K.",
TITLE = "Learning to Sketch:
A Neural Approach to Item Frequency Estimation in Streaming Data",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7136-7153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156782"}
@article{bb160925,
AUTHOR = "Shen, J. and Huo, C.L. and Xiang, S.M.",
TITLE = "Siamese InternImage for Change Detection",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "19",
PAGES = "3642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156783"}
@article{bb160926,
AUTHOR = "Veksler, O. and Boykov, Y.Y.",
TITLE = "Sparse Non-Local CRF With Applications",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "773-788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156784"}
@article{bb160927,
AUTHOR = "Wu, Z.Y. and Wang, W. and Wang, L. and Li, Y.C. and Lv, F.M. and Xia, Q. and Chen, C.L.Z. and Hao, A. and Li, S.",
TITLE = "Pixel is All You Need: Adversarial Spatio-Temporal Ensemble Active
Learning for Salient Object Detection",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "858-877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156785"}
@article{bb160928,
AUTHOR = "Zhou, D.J. and Li, Y.H. and Li, Y.",
TITLE = "Multi-view 3D model recognition via multi-label and multi-level
fusion with bidirectional GRU",
JOURNAL = JVCIR,
VOLUME = "115",
YEAR = "2026",
PAGES = "104692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156786"}
@inproceedings{bb160929,
AUTHOR = "Gaire, R. and Roohi, A.",
TITLE = "CARN: Complexity-Aware Routing Network for Efficient and Adaptive
Inference",
BOOKTITLE = LargeVM25,
YEAR = "2025",
PAGES = "3309-3317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156787"}
@inproceedings{bb160930,
AUTHOR = "Wang, Z.Z. and Liu, Y. and Tian, Y.J. and Liu, Y.F. and Wang, Y.W. and Ye, Q.X.",
TITLE = "Building Vision Models upon Heat Conduction",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9707-9717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156788"}
@inproceedings{bb160931,
AUTHOR = "Zhou, R. and Xia, D. and Zhang, Y. and Pang, H.L. and Yang, X. and Li, C.T.",
TITLE = "Pairingnet: A Learning-Based Pair-Searching and -Matching Network for
Image Fragments",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LIX: 234-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156789"}
@inproceedings{bb160932,
AUTHOR = "Peng, Y.P. and Wang, H.X. and Sonka, M. and Chen, D.Z.",
TITLE = "PHG-Net: Persistent Homology Guided Medical Image Classification*",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "7568-7577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156790"}
@inproceedings{bb160933,
AUTHOR = "Djenouri, Y. and Belbachir, A.N. and Michalak, T. and Yazidi, A.",
TITLE = "Shapley Deep Learning: A Consensus for General-Purpose Vision Systems",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1216-1225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156791"}
@inproceedings{bb160934,
AUTHOR = "Grimaldi, M. and Ganji, D.C. and Lazarevich, I. and Deeplite, S.S.",
TITLE = "Accelerating Deep Neural Networks via Semi-Structured Activation
Sparsity",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1171-1180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156792"}
@inproceedings{bb160935,
AUTHOR = "Cao, G.P. and Luo, S.D. and Huang, W.J. and Lan, X.Y. and Jiang, D.M. and Wang, Y.W. and Zhang, J.G.",
TITLE = "Strip-MLP: Efficient Token Interaction for Vision MLP",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1494-1504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156793"}
@inproceedings{bb160936,
AUTHOR = "Singh, R. and Shukla, A. and Turaga, P.",
TITLE = "Improving Shape Awareness and Interpretability in Deep Networks Using
Geometric Moments",
BOOKTITLE = DLGC23,
YEAR = "2023",
PAGES = "4159-4168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156794"}
@inproceedings{bb160937,
AUTHOR = "Chen, Y. and Zheng, L. and Zheng, J. and Cheng, J.J.",
TITLE = "Remote Sensing Image Scene Classification Method Based on Semantic
and Spatial Interactive Information",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "436-441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156795"}
@inproceedings{bb160938,
AUTHOR = "Ho, T.K.",
TITLE = "Complexity of Representations in Deep Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2657-2663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156796"}
@inproceedings{bb160939,
AUTHOR = "Berardi, G. and de Luigi, L. and Salti, S. and di Stefano, L.",
TITLE = "Learning the Space of Deep Models",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2482-2488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156797"}
@inproceedings{bb160940,
AUTHOR = "Chen, R.H. and Cong, Y.",
TITLE = "The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant
Learning via Pose-aware Convolution",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7462-7471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156798"}
@inproceedings{bb160941,
AUTHOR = "Singhal, U. and Xing, Y.F. and Yu, S.X.",
TITLE = "Co-domain Symmetry for Complex-Valued Deep Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "671-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156799"}
@inproceedings{bb160942,
AUTHOR = "Edstedt, J. and Athanasiadis, I. and Wadenback, M. and Felsberg, M.",
TITLE = "DKM: Dense Kernelized Feature Matching for Geometry Estimation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "17765-17775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156800"}
@inproceedings{bb160943,
AUTHOR = "Melnyk, P. and Felsberg, M. and Wadenback, M.",
TITLE = "Embed Me If You Can: A Geometric Perceptron",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1256-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156801"}
@inproceedings{bb160944,
AUTHOR = "Li, Y. and Kan, S.C. and Yuan, J. and Cao, W.M. and He, Z.H.",
TITLE = "Spatial Assembly Networks for Image Representation Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13871-13880",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156802"}
@inproceedings{bb160945,
AUTHOR = "Finnveden, L. and Jansson, Y. and Lindeberg, T.",
TITLE = "Understanding when spatial transformer networks do not support
invariance, and what to do about it",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3427-3434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156803"}
@inproceedings{bb160946,
AUTHOR = "Ge, Y.H. and Xiao, Y. and Xu, Z. and Zheng, M. and Karanam, S. and Chen, T. and Itti, L. and Wu, Z.Y.",
TITLE = "A Peek Into the Reasoning of Neural Networks:
Interpreting with Structural Visual Concepts",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2195-2204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156804"}
@inproceedings{bb160947,
AUTHOR = "Li, Y. and Tanaka, Y.",
TITLE = "Structural Features in Feature Space for Structure-Aware Graph
Convolution",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3158-3162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156805"}
@inproceedings{bb160948,
AUTHOR = "Patil, A.G. and Li, M. and Fisher, M. and Savva, M. and Zhang, H.",
TITLE = "LayoutGMN: Neural Graph Matching for Structural Layout Similarity",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11043-11052",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156806"}
@inproceedings{bb160949,
AUTHOR = "Carbonell, M. and Riba, P. and Villegas, M. and Fornes, A. and Llados, J.",
TITLE = "Named Entity Recognition and Relation Extraction with Graph Neural
Networks in Semi Structured Documents",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9622-9627",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156807"}
@inproceedings{bb160950,
AUTHOR = "Fan, Y. and Xian, Y.Q. and Losch, M.M. and Schiele, B.",
TITLE = "Analyzing the Dependency of ConvNets on Spatial Information",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "101-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156808"}
@inproceedings{bb160951,
AUTHOR = "Schneider, J.",
TITLE = "Locality-Promoting Representation Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8061-8068",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156809"}
@inproceedings{bb160952,
AUTHOR = "Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.",
TITLE = "Classification of spatially enriched pixel time series with
convolutional neural networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5310-5317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156810"}
@inproceedings{bb160953,
AUTHOR = "Chi, L. and Yuan, Z.H. and Mu, Y.D. and Wang, C.H.",
TITLE = "Non-Local Neural Networks With Grouped Bilinear Attentional
Transforms",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "11801-11810",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156811"}
@inproceedings{bb160954,
AUTHOR = "Mukundan, A. and Tolias, G. and Chum, O.",
TITLE = "Explicit Spatial Encoding for Deep Local Descriptors",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9386-9395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156812"}
@inproceedings{bb160955,
AUTHOR = "Shevlev, I. and Avidan, S.",
TITLE = "Co-Occurrence Neural Network",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4792-4799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156813"}
@inproceedings{bb160956,
AUTHOR = "Zhu, X. and Cheng, D. and Zhang, Z. and Lin, S. and Dai, J.",
TITLE = "An Empirical Study of Spatial Attention Mechanisms in Deep Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6687-6696",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156814"}
@inproceedings{bb160957,
AUTHOR = "Shah, S.A.A.",
TITLE = "Spatial Hierarchical Analysis Deep Neural Network for RGB-D Object
Recognition",
BOOKTITLE = PSIVT19,
YEAR = "2019",
PAGES = "183-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156815"}
@inproceedings{bb160958,
AUTHOR = "Huang, Z. and Wang, N.",
TITLE = "Data-Driven Sparse Structure Selection for Deep Neural Networks",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XVI: 317-334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156816"}
@inproceedings{bb160959,
AUTHOR = "Wang, Y. and Xie, L.X. and Qiao, S.Y. and Zhang, Y. and Zhang, W.J. and Yuille, A.L.",
TITLE = "Multi-scale Spatially-Asymmetric Recalibration for Image Classification",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XIII: 523-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156817"}
@inproceedings{bb160960,
AUTHOR = "Zhao, H.S. and Zhang, Y. and Liu, S. and Shi, J.P. and Loy, C.C. and Lin, D. and Jia, J.Y.",
TITLE = "PSANet: Point-wise Spatial Attention Network for Scene Parsing",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "IX: 270-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156818"}
@inproceedings{bb160961,
AUTHOR = "Zhang, J.Y. and Jia, K.G. and Yang, P.S. and Qiao, F. and Wei, Q. and Liu, X.J. and Yang, H.Z.",
TITLE = "MINTIN: Maxout-Based and Input-Normalized Transformation Invariant
Neural Network",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3014-3018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156819"}
@inproceedings{bb160962,
AUTHOR = "Zhang, Y. and Guo, Y. and Jin, Y. and Luo, Y. and He, Z. and Lee, H.",
TITLE = "Unsupervised Discovery of Object Landmarks as Structural
Representations",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "2694-2703",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156820"}
@inproceedings{bb160963,
AUTHOR = "Xu, J.W. and Ni, B.B. and Li, Z.F. and Cheng, S. and Yang, X.K.",
TITLE = "Structure Preserving Video Prediction",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1460-1469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156821"}
@inproceedings{bb160964,
AUTHOR = "Mughees, A. and Tao, L.",
TITLE = "Spectral-Spatial Hyperspectral Image Classification via
Boundary-Adaptive Deep Learning",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156822"}
@inproceedings{bb160965,
AUTHOR = "Mughees, A. and Tao, L.",
TITLE = "Hyper-voxel based deep learning for hyperspectral image
classification",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "840-844",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156823"}
@inproceedings{bb160966,
AUTHOR = "Mughees, A. and Ali, A. and Tao, L.",
TITLE = "Hyperspectral image classification via shape-adaptive deep learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "375-379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156824"}
@inproceedings{bb160967,
AUTHOR = "Gidaris, S. and Komodakis, N.",
TITLE = "Detect, Replace, Refine:
Deep Structured Prediction for Pixel Wise Labeling",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7187-7196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156825"}
@inproceedings{bb160968,
AUTHOR = "Zhu, Y. and Zhao, C. and Wang, J. and Zhao, X. and Wu, Y. and Lu, H.",
TITLE = "CoupleNet:
Coupling Global Structure with Local Parts for Object Detection",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4146-4154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156826"}
@inproceedings{bb160969,
AUTHOR = "Ji, J. and Mei, S. and Liu, X. and Li, X. and Zeng, S. and Wang, Z.",
TITLE = "Exploring Kernel Based Spatial Context for CNN Based Hyperspectral
Image Classification",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156827"}
@inproceedings{bb160970,
AUTHOR = "Hu, H.X. and Zhou, G.T. and Deng, Z.W. and Liao, Z.C. and Mori, G.",
TITLE = "Learning Structured Inference Neural Networks with Label Relations",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2960-2968",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156828"}
@inproceedings{bb160971,
AUTHOR = "Kuzmenko, A. and Zagoruyko, N.",
TITLE = "Structure relaxation method for self-organizing neural networks",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 589-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156829"}
@inproceedings{bb160972,
AUTHOR = "Kroner, S.",
TITLE = "A structured neural network invariant to cyclic shifts and rotations",
BOOKTITLE = CAIP97,
YEAR = "1997",
PAGES = "384-391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT156830"}
@article{bb160973,
AUTHOR = "Singh, A. and Pokharel, R. and Principe, J.C.",
TITLE = "The C-loss function for pattern classification",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "1",
PAGES = "441-453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156831"}
@article{bb160974,
AUTHOR = "Liao, Z.B. and Carneiro, G.",
TITLE = "A deep convolutional neural network module that promotes competition
of multiple-size filters",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "94-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156832"}
@inproceedings{bb160975,
AUTHOR = "Liao, Z.B. and Carneiro, G.",
TITLE = "The use of deep learning features in a hierarchical classifier
learned with the minimization of a non-greedy loss function that
delays gratification",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4540-4544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156833"}
@article{bb160976,
AUTHOR = "Agarwal, N. and Balasubramanian, V.N. and Jawahar, C.V.",
TITLE = "Improving multiclass classification by deep networks using DAGSVM and
Triplet Loss",
JOURNAL = PRL,
VOLUME = "112",
YEAR = "2018",
PAGES = "184-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156834"}
@article{bb160977,
AUTHOR = "Bazi, Y. and Rahhal, M.M.A. and Alhichri, H. and Alajlan, N.",
TITLE = "Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary
Classification Loss for Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156835"}
@article{bb160978,
AUTHOR = "Yuan, Q.Y. and Xiao, N.F.",
TITLE = "Experimental exploration on loss surface of deep neural network",
JOURNAL = IJIST,
VOLUME = "30",
YEAR = "2020",
NUMBER = "4",
PAGES = "860-873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156836"}
@article{bb160979,
AUTHOR = "Yan, Y. and Hao, H. and Xu, B. and Zhao, J. and Shen, F.",
TITLE = "Image Clustering via Deep Embedded Dimensionality Reduction and
Probability-Based Triplet Loss",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "5652-5661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156837"}
@article{bb160980,
AUTHOR = "Li, C.J. and Qu, Z. and Wang, S.Y. and Liu, L.",
TITLE = "A method of cross-layer fusion multi-object detection and recognition
based on improved faster R-CNN model in complex traffic environment",
JOURNAL = PRL,
VOLUME = "145",
YEAR = "2021",
PAGES = "127-134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156838"}
@article{bb160981,
AUTHOR = "Seo, H. and Bassenne, M. and Xing, L.",
TITLE = "Closing the Gap Between Deep Neural Network Modeling and Biomedical
Decision-Making Metrics in Segmentation via Adaptive Loss Functions",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "585-593",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156839"}
@article{bb160982,
AUTHOR = "Martinez Cortes, T. and Gonzalez Diaz, I. and Diaz de Maria, F.",
TITLE = "Training deep retrieval models with noisy datasets:
Bag exponential loss",
JOURNAL = PR,
VOLUME = "112",
YEAR = "2021",
PAGES = "107811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156840"}
@article{bb160983,
AUTHOR = "Zadeh, S.G. and Schmid, M.",
TITLE = "Bias in Cross-Entropy-Based Training of Deep Survival Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3126-3137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156841"}
@article{bb160984,
AUTHOR = "Tian, Y. and Dong, Y.X. and Yin, G.S.",
TITLE = "Early Labeled and Small Loss Selection Semi-Supervised Learning
Method for Remote Sensing Image Scene Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156842"}
@article{bb160985,
AUTHOR = "Deng, W. and Zheng, L. and Sun, Y. and Jiao, J.",
TITLE = "Rethinking Triplet Loss for Domain Adaptation",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "29-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156843"}
@article{bb160986,
AUTHOR = "Lyu, S.W. and Fan, Y.B. and Ying, Y.M. and Hu, B.G.",
TITLE = "Average Top-k Aggregate Loss for Supervised Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "76-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156844"}
@article{bb160987,
AUTHOR = "Cao, Y.Z. and Liu, S.Q. and Xu, Y.T.",
TITLE = "Multi-complementary and unlabeled learning for arbitrary losses and
models",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156845"}
@article{bb160988,
AUTHOR = "Zhang, Z.X. and Luo, C.C. and Wu, H.P. and Chen, Y.T. and Wang, N.Y. and Song, C.F.",
TITLE = "From Individual to Whole:
Reducing Intra-class Variance by Feature Aggregation",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "800-819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156846"}
@article{bb160989,
AUTHOR = "Murasaki, K. and Ando, S. and Shimamura, J.",
TITLE = "Semi-Supervised Representation Learning via Triplet Loss Based on
Explicit Class Ratio of Unlabeled Data",
JOURNAL = IEICE,
VOLUME = "E105-D",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "778-784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156847"}
@article{bb160990,
AUTHOR = "Wu, S.K. and Yang, J.R. and Wang, X.G. and Li, X.P.",
TITLE = "IoU-Balanced loss functions for single-stage object detection",
JOURNAL = PRL,
VOLUME = "156",
YEAR = "2022",
PAGES = "96-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156848"}
@article{bb160991,
AUTHOR = "Mehta, D. and Chen, T.R. and Tang, T.T. and Hauenstein, J.D.",
TITLE = "The Loss Surface of Deep Linear Networks Viewed Through the Algebraic
Geometry Lens",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5664-5680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156849"}
@article{bb160992,
AUTHOR = "Zhang, Q. and Yang, J.B. and Zhang, X.W. and Cao, T.Y.",
TITLE = "SO-softmax loss for discriminable embedding learning in CNNs",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156850"}
@article{bb160993,
AUTHOR = "Oner, D. and Kozinski, M. and Citraro, L. and Dadap, N.C. and Konings, A.G. and Fua, P.",
TITLE = "Promoting Connectivity of Network-Like Structures by Enforcing Region
Separation",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5401-5413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156851"}
@article{bb160994,
AUTHOR = "Yao, Q.M. and Yang, H. and Hu, E.L. and Kwok, J.T.",
TITLE = "Efficient Low-Rank Semidefinite Programming With Robust Loss
Functions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6153-6168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156852"}
@article{bb160995,
AUTHOR = "Marchetti, F. and Guastavino, S. and Piana, M. and Campi, C.",
TITLE = "Score-Oriented Loss (SOL) functions",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156853"}
@article{bb160996,
AUTHOR = "Clough, J.R. and Byrne, N. and Oksuz, I. and Zimmer, V.A. and Schnabel, J.A. and King, A.P.",
TITLE = "A Topological Loss Function for Deep-Learning Based Image
Segmentation Using Persistent Homology",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8766-8778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156854"}
@article{bb160997,
AUTHOR = "Charte, D. and Charte, F. and Herrera, F.",
TITLE = "Reducing Data Complexity Using Autoencoders With Class-Informed Loss
Functions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9549-9560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156855"}
@article{bb160998,
AUTHOR = "Elezi, I. and Seidenschwarz, J. and Wagner, L. and Vascon, S. and Torcinovich, A. and Pelillo, M. and Leal Taixe, L.",
TITLE = "The Group Loss++: A Deeper Look Into Group Loss for Deep Metric
Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2505-2518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156856"}
@article{bb160999,
AUTHOR = "Liu, G.Q. and Bai, L. and Li, J.L. and Li, X.S. and Ru, L.Y. and Chang, B.F.",
TITLE = "Dynamically adaptive adjustment loss function biased towards
few-class learning",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "2",
PAGES = "627-635",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652loss3.html#TT156857"}
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