@inproceedings{bb161100,
AUTHOR = "Simo Serra, E. and Trulls, E. and Ferraz, L. and Kokkinos, I. and Fua, P. and Moreno Noguer, F.",
TITLE = "Discriminative Learning of Deep Convolutional Feature Point
Descriptors",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "118-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156958"}
@inproceedings{bb161101,
AUTHOR = "Monti, F. and Boscaini, D. and Masci, J. and Rodola, E. and Svoboda, J. and Bronstein, M.M.",
TITLE = "Geometric Deep Learning on Graphs and Manifolds Using Mixture Model
CNNs",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5425-5434",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156959"}
@inproceedings{bb161102,
AUTHOR = "Gordo, A. and Gaidon, A. and Perronnin, F.",
TITLE = "Deep Fishing: Gradient Features from Deep Nets",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156960"}
@inproceedings{bb161103,
AUTHOR = "Thewlis, J. and Zheng, S. and Torr, P.H.S. and Vedaldi, A.",
TITLE = "Fully-trainable deep matching",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156961"}
@inproceedings{bb161104,
AUTHOR = "Bilen, H. and Vedaldi, A.",
TITLE = "Weakly Supervised Deep Detection Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2846-2854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156962"}
@inproceedings{bb161105,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Deep Context Modeling for Semantic Segmentation",
BOOKTITLE = WACV17,
YEAR = "2017",
PAGES = "56-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156963"}
@inproceedings{bb161106,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Deeper and wider fully convolutional network coupled with conditional
random fields for scene labeling",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1344-1348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156964"}
@inproceedings{bb161107,
AUTHOR = "Nguyen, K. and Fookes, C. and Sridharan, S.",
TITLE = "Improving deep convolutional neural networks with unsupervised
feature learning",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2270-2274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156965"}
@inproceedings{bb161108,
AUTHOR = "Talathi, S.S.",
TITLE = "Hyper-parameter optimization of deep convolutional networks for
object recognition",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3982-3986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156966"}
@inproceedings{bb161109,
AUTHOR = "Yamashita, T. and Tanaka, M. and Yamauchi, Y. and Fujiyoshi, H.",
TITLE = "SWAP-NODE:
A regularization approach for deep convolutional neural networks",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2475-2479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156967"}
@inproceedings{bb161110,
AUTHOR = "Afzal, M.Z. and Capobianco, S. and Malik, M.I. and Marinai, S. and Breuel, T.M. and Dengel, A. and Liwicki, M.",
TITLE = "Deepdocclassifier:
Document classification with deep Convolutional Neural Network",
BOOKTITLE = ICDAR15,
YEAR = "2015",
PAGES = "1111-1115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156968"}
@inproceedings{bb161111,
AUTHOR = "Christodoulidis, S. and Anthimopoulos, M. and Mougiakakou, S.",
TITLE = "Food Recognition for Dietary Assessment Using Deep Convolutional Neural
Networks",
BOOKTITLE = MADiMa15,
YEAR = "2015",
PAGES = "458-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156969"}
@inproceedings{bb161112,
AUTHOR = "Li, Y. and Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
TITLE = "Mid-level deep pattern mining",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "971-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156970"}
@inproceedings{bb161113,
AUTHOR = "Amthor, M. and Rodner, E. and Denzler, J.",
TITLE = "Impatient DNNs: Deep Neural Networks with Dynamic Time Budgets",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156971"}
@inproceedings{bb161114,
AUTHOR = "Simon, M. and Rodner, E.",
TITLE = "Neural Activation Constellations: Unsupervised Part Model Discovery
with Convolutional Networks",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1143-1151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156972"}
@inproceedings{bb161115,
AUTHOR = "Denzler, J. and Rodner, E. and Simon, M.",
TITLE = "Convolutional Neural Networks as a Computational Model for the
Underlying Processes of Aesthetics Perception",
BOOKTITLE = CVAA16,
YEAR = "2016",
PAGES = "I: 871-887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156973"}
@inproceedings{bb161116,
AUTHOR = "Simon, M. and Rodner, E. and Denzler, J.",
TITLE = "Part Detector Discovery in Deep Convolutional Neural Networks",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 162-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156974"}
@inproceedings{bb161117,
AUTHOR = "Ng, J.Y.H. and Hausknecht, M. and Vijayanarasimhan, S. and Vinyals, O. and Monga, R. and Toderici, G.",
TITLE = "Beyond short snippets: Deep networks for video classification",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4694-4702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156975"}
@inproceedings{bb161118,
AUTHOR = "Chen, G.B. and Han, T.X. and He, Z.H. and Kays, R. and Forrester, T.",
TITLE = "Deep convolutional neural network based species recognition for wild
animal monitoring",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "858-862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156976"}
@inproceedings{bb161119,
AUTHOR = "Hafemann, L.G. and Oliveira, L.S. and Cavalin, P.",
TITLE = "Forest Species Recognition Using Deep Convolutional Neural Networks",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1103-1107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156977"}
@inproceedings{bb161120,
AUTHOR = "Gatta, C. and Romero, A. and van de Veijer, J.",
TITLE = "Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep
Networks",
BOOKTITLE = DeepLearn14,
YEAR = "2014",
PAGES = "504-511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156978"}
@inproceedings{bb161121,
AUTHOR = "Yin, X.C. and Yang, C. and Pei, W.Y. and Hao, H.W.",
TITLE = "Shallow Classification or Deep Learning: An Experimental Study",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1904-1909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156979"}
@inproceedings{bb161122,
AUTHOR = "Kekec, T. and Emonet, R. and Fromont, E. and Tremeau, A. and Wolf, C.",
TITLE = "Contextually Constrained Deep Networks for Scene Labeling",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156980"}
@inproceedings{bb161123,
AUTHOR = "Zhong, S.H. and Liu, Y. and Chung, F.L. and Wu, G.S.",
TITLE = "Semiconducting bilinear deep learning for incomplete image recognition",
BOOKTITLE = ICMR12,
YEAR = "2012",
PAGES = "32",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156981"}
@inproceedings{bb161124,
AUTHOR = "Ciregan, D. and Meier, U. and Schmidhuber, J.",
TITLE = "Multi-column deep neural networks for image classification",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "3642-3649",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652dee2.html#TT156982"}
@article{bb161125,
AUTHOR = "Ghesu, F.C. and Georgescu, B. and Zheng, Y. and Grbic, S. and Maier, A. and Hornegger, J. and Comaniciu, D.",
TITLE = "Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark
Detection in CT Scans",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "176-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156983"}
@article{bb161126,
AUTHOR = "Wu, F. and Wang, Z.H. and Lu, W.M. and Li, X. and Yang, Y. and Luo, J.B. and Zhuang, Y.T.",
TITLE = "Regularized Deep Belief Network for Image Attribute Detection",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "1464-1477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156984"}
@article{bb161127,
AUTHOR = "Lee, H. and Kwon, H.",
TITLE = "Going Deeper With Contextual CNN for Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "10",
MONTH = "October",
PAGES = "4843-4855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156985"}
@article{bb161128,
AUTHOR = "Wang, K. and Zhang, D.Y. and Li, Y. and Zhang, R.M. and Lin, L.",
TITLE = "Cost-Effective Active Learning for Deep Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "2591-2600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156986"}
@article{bb161129,
AUTHOR = "Liu, Y.F. and Zhong, Y.F. and Fei, F. and Zhu, Q.Q. and Qin, Q.Q.",
TITLE = "Scene Classification Based on a Deep Random-Scale Stretched
Convolutional Neural Network",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156987"}
@article{bb161130,
AUTHOR = "Liu, Y.F. and Zhong, Y.F. and Qin, Q.Q.",
TITLE = "Scene Classification Based on Multiscale Convolutional Neural Network",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "7109-7121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156988"}
@article{bb161131,
AUTHOR = "Zhou, Y.C. and Hu, Q.H. and Wang, Y.",
TITLE = "Deep super-class learning for long-tail distributed image
classification",
JOURNAL = PR,
VOLUME = "80",
YEAR = "2018",
PAGES = "118-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156989"}
@article{bb161132,
AUTHOR = "Zheng, X.T. and Yuan, Y. and Lu, X.Q.",
TITLE = "A Deep Scene Representation for Aerial Scene Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "4799-4809",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156990"}
@article{bb161133,
AUTHOR = "Liao, Z.B. and Drummond, T. and Reid, I.D. and Carneiro, G.",
TITLE = "Approximate Fisher Information Matrix to Characterize the Training of
Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "15-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156991"}
@inproceedings{bb161134,
AUTHOR = "Liao, Z.B. and Carneiro, G.",
TITLE = "On the importance of normalisation layers in deep learning with
piecewise linear activation units",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156992"}
@inproceedings{bb161135,
AUTHOR = "Zhuang, B. and Lin, G. and Shen, C. and Reid, I.D.",
TITLE = "Fast Training of Triplet-Based Deep Binary Embedding Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5955-5964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156993"}
@article{bb161136,
AUTHOR = "Lyu, K. and Li, Y. and Zhang, Z.",
TITLE = "Attention-Aware Multi-Task Convolutional Neural Networks",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
NUMBER = "1",
PAGES = "1867-1878",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156994"}
@article{bb161137,
AUTHOR = "Zhang, D.W. and Han, J.W. and Zhang, Y. and Xu, D.",
TITLE = "Synthesizing Supervision for Learning Deep Saliency Network without
Human Annotation",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1755-1769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156995"}
@article{bb161138,
AUTHOR = "Santiago, C. and Barata, C. and Sasdelli, M. and Carneiro, G. and Nascimento, J.C.",
TITLE = "LOW: Training deep neural networks by learning optimal sample weights",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156996"}
@article{bb161139,
AUTHOR = "Dixit, M. and Li, Y.S. and Vasconcelos, N.M.",
TITLE = "Semantic Fisher Scores for Task Transfer:
Using Objects to Classify Scenes",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "3102-3118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156997"}
@inproceedings{bb161140,
AUTHOR = "Li, Y.S. and Dixit, M. and Vasconcelos, N.M.",
TITLE = "Deep Scene Image Classification with the MFAFVNet",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5757-5765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156998"}
@article{bb161141,
AUTHOR = "Luo, P. and Zhang, R.M. and Ren, J.M. and Peng, Z.L. and Li, J.Y.",
TITLE = "Switchable Normalization for Learning-to-Normalize Deep
Representation",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "712-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT156999"}
@article{bb161142,
AUTHOR = "Liu, D. and Ning, J. and Wu, J.Z. and Yang, G.W.",
TITLE = "Extending Ordinary-Label Learning Losses to Complementary-Label
Learning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "852-856",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157000"}
@article{bb161143,
AUTHOR = "Chen, Z. and Wu, X.J. and Xu, T.Y. and Kittler, J.V.",
TITLE = "Learning Alternating Deep-Layer Cascaded Representation",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1520-1524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157001"}
@inproceedings{bb161144,
AUTHOR = "Wang, R. and Wu, X.J. and Chen, Z.H. and Xu, T.Y. and Kittler, J.V.",
TITLE = "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:646-663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157002"}
@article{bb161145,
AUTHOR = "Fan, B. and Liu, H.M. and Zeng, H. and Zhang, J.Y. and Liu, X. and Han, J.W.",
TITLE = "Deep Unsupervised Binary Descriptor Learning Through Locality
Consistency and Self Distinctiveness",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2770-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157003"}
@article{bb161146,
AUTHOR = "Miao, Y.Q. and Lin, Z.J. and Ma, X. and Ding, G.G. and Han, J.G.",
TITLE = "Learning Transformation-Invariant Local Descriptors With Low-Coupling
Binary Codes",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "7554-7566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157004"}
@article{bb161147,
AUTHOR = "Zhao, T.Y. and Zhao, J. and Zhou, W.G. and Zhou, Y. and Li, H.Q.",
TITLE = "State Representation Learning With Adjacent State Consistency Loss
for Deep Reinforcement Learning",
JOURNAL = MultMedMag,
VOLUME = "28",
YEAR = "2021",
NUMBER = "3",
MONTH = "July",
PAGES = "117-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157005"}
@article{bb161148,
AUTHOR = "Lu, Z.Q. and Xu, C. and Du, B. and Ishida, T. and Zhang, L. and Sugiyama, M.",
TITLE = "LocalDrop: A Hybrid Regularization for Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3590-3601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157006"}
@article{bb161149,
AUTHOR = "Wang, Y.L. and Huang, G. and Song, S. and Pan, X. and Xia, Y.T. and Wu, C.",
TITLE = "Regularizing Deep Networks With Semantic Data Augmentation",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3733-3748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157007"}
@inproceedings{bb161150,
AUTHOR = "Pan, X. and Ge, C.J. and Lu, R. and Song, S. and Chen, G.F. and Huang, Z.Y. and Huang, G.",
TITLE = "On the Integration of Self-Attention and Convolution",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "805-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157008"}
@article{bb161151,
AUTHOR = "Kim, J. and Yoon, H. and Kim, M.S.",
TITLE = "Tweaking Deep Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5715-5728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157009"}
@article{bb161152,
AUTHOR = "Li, Y. and Wang, Y.H. and Gan, Y.Z. and Tan, X.Y.",
TITLE = "Alleviating the estimation bias of deep deterministic policy gradient
via co-regularization",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157010"}
@article{bb161153,
AUTHOR = "Li, Y. and Wang, Y.H. and Tan, X.Y.",
TITLE = "Self-imitation guided goal-conditioned reinforcement learning",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157011"}
@article{bb161154,
AUTHOR = "Wang, D. and Tang, L. and Wang, X. and Luo, L.Q. and Yang, Z.X.",
TITLE = "Improving deep learning on point cloud by maximizing mutual
information across layers",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157012"}
@article{bb161155,
AUTHOR = "Lei, C.Y. and Xing, Y.Z. and Ouyang, H. and Chen, Q.F.",
TITLE = "Deep Video Prior for Video Consistency and Propagation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "356-371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157013"}
@article{bb161156,
AUTHOR = "Murdock, C. and Cazenavette, G. and Lucey, S.",
TITLE = "Reframing Neural Networks:
Deep Structure in Overcomplete Representations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "964-979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157014"}
@article{bb161157,
AUTHOR = "Wang, Z.W. and Xiao, H. and Duan, Y.Q. and Zhou, J. and Lu, J.W.",
TITLE = "Learning Deep Binary Descriptors via Bitwise Interaction Mining",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1919-1933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157015"}
@inproceedings{bb161158,
AUTHOR = "Duan, Y.Q. and Wang, Z.W. and Lu, J.W. and Lin, X.D. and Zhou, J.",
TITLE = "GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "8270-8279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157016"}
@article{bb161159,
AUTHOR = "Chen, D.D. and Davies, M. and Ehrhardt, M.J. and Schonlieb, C.B. and Sherry, F. and Tachella, J.",
TITLE = "Imaging With Equivariant Deep Learning:
From unrolled network design to fully unsupervised learning",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "134-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157017"}
@article{bb161160,
AUTHOR = "Tang, A. and Niu, L.F. and Miao, J.Y. and Zhang, P.",
TITLE = "Training Compact DNNs with L1/2 Regularization",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157018"}
@article{bb161161,
AUTHOR = "Shu, J. and Zhu, Y.W. and Zhao, Q. and Meng, D.Y. and Xu, Z.B.",
TITLE = "MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3505-3521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157019"}
@article{bb161162,
AUTHOR = "Wang, Y.M. and Chang, D.X. and Fu, Z.Q. and Zhao, Y.",
TITLE = "Learning a bi-directional discriminative representation for deep
clustering",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157020"}
@article{bb161163,
AUTHOR = "Zhu, Q.Y. and Zu, X.W.",
TITLE = "A Softmax-Free Loss Function Based on Predefined Optimal-Distribution
of Latent Features for Deep Learning Classifier",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "1386-1397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157021"}
@article{bb161164,
AUTHOR = "Qin, W. and Zhang, H.W. and Hong, R.C. and Lim, E.P. and Sun, Q.R.",
TITLE = "Causal Interventional Training for Image Recognition",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1033-1044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157022"}
@article{bb161165,
AUTHOR = "Chen, C. and Li, B.",
TITLE = "An Interpretable Channelwise Attention Mechanism based on Asymmetric
and Skewed Gaussian Distribution",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157023"}
@article{bb161166,
AUTHOR = "Wu, Z.Z. and Wang, M. and Sun, W.W. and Li, Y.C. and Xu, T.H. and Wang, F. and Huang, K.",
TITLE = "CAT: Learning to collaborate channel and spatial attention from
multi-information fusion",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "3",
PAGES = "309-318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157024"}
@article{bb161167,
AUTHOR = "Huang, Z.Z. and Chen, J. and Zhang, J.P. and Shan, H.M.",
TITLE = "Learning Representation for Clustering Via Prototype Scattering and
Positive Sampling",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7509-7524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157025"}
@article{bb161168,
AUTHOR = "Feng, F. and Liu, Q. and Peng, Z.L. and Zhang, R.M. and Chan, R.H.M.",
TITLE = "Community Channel-Net: Efficient channel-wise interactions via
community graph topology",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157026"}
@article{bb161169,
AUTHOR = "Xu, Y.H. and Xie, L.X. and Xie, C.H. and Dai, W.R. and Mei, J. and Qiao, S.Y. and Shen, W. and Xiong, H.K. and Yuille, A.L.",
TITLE = "BNET: Batch Normalization With Enhanced Linear Transformation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "9225-9232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157027"}
@article{bb161170,
AUTHOR = "Huang, Y.J. and Chen, W.S. and Peng, L.Y. and Liu, Y.H. and Wang, M.Y. and Zhang, X.P. and Zeng, X.Y.",
TITLE = "LineDL: Processing Images Line-by-Line With Deep Learning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "3150-3162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157028"}
@article{bb161171,
AUTHOR = "Lin, M.B. and Chen, B.H. and Chao, F. and Ji, R.R.",
TITLE = "Training Compact CNNs for Image Classification Using Dynamic-Coded
Filter Fusion",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "10478-10487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157029"}
@article{bb161172,
AUTHOR = "Khan, S.D. and Basalamah, S.",
TITLE = "Multi-Branch Deep Learning Framework for Land Scene Classification in
Satellite Imagery",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "13",
PAGES = "3408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157030"}
@article{bb161173,
AUTHOR = "Zhu, Z.Z. and Zhou, Y.C. and Dong, Y. and Zhong, Z.",
TITLE = "PWLU: Learning Specialized Activation Functions With the Piecewise
Linear Unit",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12269-12286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157031"}
@inproceedings{bb161174,
AUTHOR = "Zhou, Y.C. and Zhu, Z.Z. and Zhong, Z.",
TITLE = "Learning specialized activation functions with the Piecewise Linear
Unit",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12075-12084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157032"}
@article{bb161175,
AUTHOR = "Chen, X.H. and Luo, F.M. and Yu, Y. and Li, Q.Y. and Qin, Z.W. and Shang, W.J. and Ye, J.P.",
TITLE = "Offline Model-Based Adaptable Policy Learning for Decision-Making in
Out-of-Support Regions",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15260-15274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157033"}
@article{bb161176,
AUTHOR = "Wang, Q.L. and Zhang, Z.L. and Gao, M.Z. and Xie, J.T. and Zhu, P.F. and Li, P.H. and Zuo, W.M. and Hu, Q.H.",
TITLE = "Towards a Deeper Understanding of Global Covariance Pooling in Deep
Learning: An Optimization Perspective",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15802-15819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157034"}
@article{bb161177,
AUTHOR = "Wang, J. and Chen, J.H. and Zhang, K. and Sigal, L.",
TITLE = "Training feedforward neural nets in Hopfield-energy-based
configuration: A two-step approach",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157035"}
@article{bb161178,
AUTHOR = "Todros, K.",
TITLE = "Training a Radial Basis Function Network Under Transformed
Probability Measure",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1567-1571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157036"}
@article{bb161179,
AUTHOR = "Xing, W.W. and Yao, J. and Liu, Z.X. and Liu, W.B. and Zhang, S.L. and Wang, L.Q.",
TITLE = "Contrastive JS: A Novel Scheme for Enhancing the Accuracy and
Robustness of Deep Models",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "7881-7893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157037"}
@article{bb161180,
AUTHOR = "Wang, Y. and Tan, D.J. and Navab, N. and Tombari, F.",
TITLE = "Self-Supervised Latent Space Optimization With Nebula Variational
Coding",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1397-1411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157038"}
@article{bb161181,
AUTHOR = "Lee, H. and Kim, T. and Son, H. and Baek, S.W. and Cheon, M. and Lee, S.Y.",
TITLE = "A Nonlinear, Regularized, and Data-Independent Modulation for
Continuously Interactive Image Processing Network",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "74-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157039"}
@article{bb161182,
AUTHOR = "Zhao, C.Y. and Qian, J.J. and Zhu, S.M. and Xie, J. and Yang, J.",
TITLE = "Learning Robust Facial Representation From the View of Diversity and
Closeness",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "410-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157040"}
@article{bb161183,
AUTHOR = "Zhou, H.Y. and Liu, A.A. and Zhang, C.Y. and Zhu, P. and Zhang, Q.Y. and Kankanhalli, M.",
TITLE = "Multi-Modal Meta-Transfer Fusion Network for Few-Shot 3D Model
Classification",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "673-688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157041"}
@article{bb161184,
AUTHOR = "Trosten, D.J. and Lokse, S. and Jenssen, R. and Kampffmeyer, M.",
TITLE = "Leveraging tensor kernels to reduce objective function mismatch in
deep clustering",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157042"}
@article{bb161185,
AUTHOR = "Qin, Z. and Tan, X. and Zhu, Z.H.",
TITLE = "Convergence Analysis for Learning Orthonormal Deep Linear Neural
Networks",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "795-799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157043"}
@article{bb161186,
AUTHOR = "Liu, X.Z. and Yu, J. and Kurihara, T. and Wu, C.Z. and Zhan, S.",
TITLE = "Spectrum Attention Mechanism for a Complex Neural Network",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "815-819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157044"}
@article{bb161187,
AUTHOR = "Hamidi, S.M.",
TITLE = "Training Neural Networks on Remote Edge Devices for Unseen Class
Classification",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1004-1008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157045"}
@article{bb161188,
AUTHOR = "Yin, Z. and Pu, J. and Wan, R. and Xue, X.Y.",
TITLE = "Embrace sustainable AI: Dynamic data subset selection for image
classification",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157046"}
@article{bb161189,
AUTHOR = "Li, J.T. and Liang, X.B. and Wu, L.J. and Wang, Y. and Meng, Q. and Qin, T. and Zhang, M. and Liu, T.Y.",
TITLE = "Randomness Regularization With Simple Consistency Training for Neural
Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5763-5778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157047"}
@article{bb161190,
AUTHOR = "Zhong, Y.Y. and Yan, Y.F. and Luo, P.X. and Zhou, Y.H. and Qi, D.L.",
TITLE = "ADIR: Advanced domain-invariant representation via decoupling
learning and information bottleneck",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "9",
PAGES = "2506-2520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157048"}
@article{bb161191,
AUTHOR = "Barisin, T. and Angulo, J. and Schladitz, K. and Redenbach, C.",
TITLE = "Riesz Feature Representation: Scale Equivariant Scattering Network
for Classification Tasks",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "2",
PAGES = "1284-1313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157049"}
@article{bb161192,
AUTHOR = "Wu, Z.T. and Xiao, M.Q. and Fang, C. and Lin, Z.C.",
TITLE = "Designing Universally-Approximating Deep Neural Networks:
A First-Order Optimization Approach",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6231-6246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157050"}
@article{bb161193,
AUTHOR = "Bojesomo, A. and Liatsis, P. and Al Marzouqi, H.",
TITLE = "Deep Hypercomplex Networks for Spatiotemporal Data Processing:
Parameter efficiency and superior performance",
JOURNAL = SPMag,
VOLUME = "41",
YEAR = "2024",
NUMBER = "3",
MONTH = "May",
PAGES = "101-112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157051"}
@article{bb161194,
AUTHOR = "Lu, M.F. and Xing, L. and Chen, B.D.",
TITLE = "Measuring generalized divergence for multiple distributions with
application to deep clustering",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110864",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157052"}
@article{bb161195,
AUTHOR = "Liu, K.J. and Chen, K. and Jia, K. and Wang, Y.W.",
TITLE = "Improving deep representation learning via auxiliary learnable target
coding",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157053"}
@article{bb161196,
AUTHOR = "Wen, J.J. and Kong, H. and Lai, Z.H. and Zhu, Z.J.",
TITLE = "Characteristic discriminative prototype network with detailed
interpretation for classification",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157054"}
@article{bb161197,
AUTHOR = "Feng, G.R. and Li, S. and Zhao, J. and Wang, Z.",
TITLE = "Recent Advances in Deep Learning Model Security",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "262-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157055"}
@article{bb161198,
AUTHOR = "Karpukhin, I. and Dereka, S. and Kolesnikov, S.",
TITLE = "EXACT: How to train your accuracy",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "23-30",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157056"}
@article{bb161199,
AUTHOR = "Wang, Y.L. and Yue, Y. and Lu, R. and Han, Y.Z. and Song, S. and Huang, G.",
TITLE = "EfficientTrain++: Generalized Curriculum Learning for Efficient
Visual Backbone Training",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8036-8055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT157057"}
Last update:Mar 28, 2026 at 17:09:41