@inproceedings{bb155900,
AUTHOR = "Teerapittayanon, S. and McDanel, B. and Kung, H.T.",
TITLE = "BranchyNet:
Fast inference via early exiting from deep neural networks",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2464-2469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151812"}
@inproceedings{bb155901,
AUTHOR = "Pham, T. and Tran, T. and Phung, D. and Venkatesh, S.",
TITLE = "Faster training of very deep networks via p-norm gates",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3542-3547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151813"}
@inproceedings{bb155902,
AUTHOR = "Kabkab, M. and Hand, E. and Chellappa, R.",
TITLE = "On the size of Convolutional Neural Networks and generalization
performance",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3572-3577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151814"}
@inproceedings{bb155903,
AUTHOR = "Uchida, K. and Tanaka, M. and Okutomi, M.",
TITLE = "Coupled convolution layer for convolutional neural network",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3548-3553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151815"}
@inproceedings{bb155904,
AUTHOR = "Wang, Y.Q. and Li, Y. and Porikli, F.M.",
TITLE = "Finetuning Convolutional Neural Networks for visual aesthetics",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3554-3559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151816"}
@inproceedings{bb155905,
AUTHOR = "Tobias, L. and Ducournau, A. and Rousseau, F. and Mercier, G. and Fablet, R.",
TITLE = "Convolutional Neural Networks for object recognition on mobile
devices: A case study",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3530-3535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151817"}
@inproceedings{bb155906,
AUTHOR = "Afridi, M.J. and Ross, A. and Shapiro, E.M.",
TITLE = "L-CNN: Exploiting labeling latency in a CNN learning framework",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2156-2161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151818"}
@inproceedings{bb155907,
AUTHOR = "Ghaderi, A. and Athitsos, V.",
TITLE = "Selective unsupervised feature learning with Convolutional Neural
Network (S-CNN)",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2486-2490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151819"}
@inproceedings{bb155908,
AUTHOR = "Kirillov, A. and Schlesinger, D. and Zheng, S. and Savchynskyy, B. and Torr, P.H.S. and Rother, C.",
TITLE = "Joint Training of Generic CNN-CRF Models with Stochastic Optimization",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "II: 221-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT151820"}
@article{bb155909,
AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
TITLE = "Spatial Pyramid Pooling in Deep Convolutional Networks for Visual
Recognition",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "9",
MONTH = "September",
PAGES = "1904-1916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151821"}
@inproceedings{bb155910,
AUTHOR = "Sun, J. and Ren, S.Q. and Zhang, X.Y. and He, K.M.",
TITLE = "Spatial Pyramid Pooling in Deep Convolutional Networks for Visual
Recognition",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "III: 346-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151821"}
@inproceedings{bb155911,
AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
TITLE = "Deep Residual Learning for Image Recognition",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "770-778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151822"}
@inproceedings{bb155912,
AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
TITLE = "Identity Mappings in Deep Residual Networks",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "IV: 630-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151823"}
@article{bb155913,
AUTHOR = "Lee, C.Y. and Gallagher, P. and Tu, Z.W.",
TITLE = "Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "863-875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151824"}
@article{bb155914,
AUTHOR = "Xu, C.Y. and Yang, J. and Lai, H.J. and Gao, J.B. and Shen, L.L. and Yan, S.C.",
TITLE = "UP-CNN: Un-pooling augmented convolutional neural network",
JOURNAL = PRL,
VOLUME = "119",
YEAR = "2019",
PAGES = "34-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151825"}
@article{bb155915,
AUTHOR = "Lai, X. and Zhou, L. and Fu, Z. and Naqvi, S.M. and Chambers, J.",
TITLE = "Enhanced pooling method for convolutional neural networks based on
optimal search theory",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "12",
MONTH = "October",
PAGES = "2152-2161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151826"}
@article{bb155916,
AUTHOR = "Yu, R.X. and Sun, J. and Li, H.B.",
TITLE = "Second-Order Spectral Transform Block for 3D Shape Classification and
Retrieval",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "4530-4543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151827"}
@article{bb155917,
AUTHOR = "Wang, S.D. and Guan, Y. and Shao, L.",
TITLE = "Multi-Granularity Canonical Appearance Pooling for Remote Sensing
Scene Classification",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "5396-5407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151828"}
@article{bb155918,
AUTHOR = "Singh, P. and Raj, P. and Namboodiri, V.P.",
TITLE = "EDS pooling layer",
JOURNAL = IVC,
VOLUME = "98",
YEAR = "2020",
PAGES = "103923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151829"}
@article{bb155919,
AUTHOR = "Xiao, B. and Li, X.Y. and Li, C.G. and Xu, Q.F.",
TITLE = "A novel Pooling Block for improving lightweight deep neural networks",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "307-312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151830"}
@article{bb155920,
AUTHOR = "Akodad, S. and Bombrun, L. and Xia, J. and Berthoumieu, Y. and Germain, C.",
TITLE = "Ensemble Learning Approaches Based on Covariance Pooling of CNN
Features for High Resolution Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151831"}
@article{bb155921,
AUTHOR = "Zhu, X.G. and Wang, H.Y. and Liu, P.L. and Yang, Z.T. and Qian, J.C.",
TITLE = "Graph-based reasoning attention pooling with curriculum design for
content-based image retrieval",
JOURNAL = IVC,
VOLUME = "115",
YEAR = "2021",
PAGES = "104289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151832"}
@article{bb155922,
AUTHOR = "Gao, H.Y. and Liu, Y. and Ji, S.W.",
TITLE = "Topology-Aware Graph Pooling Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4512-4518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151833"}
@article{bb155923,
AUTHOR = "Gao, Z.T. and Wang, L.M. and Wu, G.S.",
TITLE = "LIP: Local Importance-Based Pooling",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "363-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151834"}
@inproceedings{bb155924,
AUTHOR = "Wu, G.S. and Wang, L.M. and Gao, Z.T.",
TITLE = "LIP: Local Importance-Based Pooling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3354-3363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151834"}
@article{bb155925,
AUTHOR = "Xu, S. and Muselet, D. and Tremeau, A. and Jiao, L.C.",
TITLE = "Improved Bilinear Pooling With Pseudo Square-Rooted Matrix",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "423-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151835"}
@article{bb155926,
AUTHOR = "Bayraktar, E. and Yigit, C.B.",
TITLE = "Conditional-pooling for improved data transmission",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151836"}
@inproceedings{bb155927,
AUTHOR = "Shibata, T. and Tanaka, M. and Okutomi, M.",
TITLE = "Robustizing Object Detection Networks Using Augmented Feature Pooling",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:89-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151837"}
@inproceedings{bb155928,
AUTHOR = "Chen, F. and Datta, G. and Kundu, S. and Beerel, P.A.",
TITLE = "Self-Attentive Pooling for Efficient Deep Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3963-3972",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151838"}
@inproceedings{bb155929,
AUTHOR = "Liu, Y. and Cui, L.X. and Wang, Y. and Bai, L.",
TITLE = "ABDPool: Attention-based Differentiable Pooling",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3021-3026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151839"}
@inproceedings{bb155930,
AUTHOR = "Akodad, S. and Bombrun, L. and Puscasu, M. and Xia, J. and Germain, C. and Berthoumieu, Y.",
TITLE = "Deep Ensemble Learning Model Based on Covariance Pooling of
Multi-Layer CNN Features",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1081-1085",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151840"}
@inproceedings{bb155931,
AUTHOR = "Chen, J.J. and Kakillioglu, B. and Ren, H.T. and Velipasalar, S.",
TITLE = "Why Discard if You can Recycle?: A Recycling Max Pooling Module for
3D Point Cloud Analysis",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "549-557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151841"}
@inproceedings{bb155932,
AUTHOR = "He, Y.J. and Liang, W.H. and Zhao, D.Y. and Zhou, H.Y. and Ge, W.F. and Yu, Y.Z. and Zhang, W.Q.",
TITLE = "Attribute Surrogates Learning and Spectral Tokens Pooling in
Transformers for Few-shot Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9109-9119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151842"}
@inproceedings{bb155933,
AUTHOR = "Stergiou, A. and Poppe, R. and Kalliatakis, G.",
TITLE = "Refining activation downsampling with SoftPool",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10337-10346",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151843"}
@inproceedings{bb155934,
AUTHOR = "Chen, J.C. and Hu, H.X. and Wu, H. and Jiang, Y.N. and Wang, C.H.",
TITLE = "Learning the Best Pooling Strategy for Visual Semantic Embedding",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15784-15793",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151844"}
@inproceedings{bb155935,
AUTHOR = "Hssayni, E.H. and Ettaouil, M.",
TITLE = "A Novel Pooling Method for Regularization of Deep Neural networks",
BOOKTITLE = ISCV20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151845"}
@inproceedings{bb155936,
AUTHOR = "Douillard, A. and Cord, M. and Ollion, C. and Robert, T. and Valle, E.",
TITLE = "Podnet: Pooled Outputs Distillation for Small-tasks Incremental
Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XX:86-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151846"}
@inproceedings{bb155937,
AUTHOR = "Chen, Z. and Zhang, J. and Ding, R. and Marculescu, D.",
TITLE = "ViP: Virtual Pooling for Accelerating CNN-based Image Classification
and Object Detection",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1169-1178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151847"}
@inproceedings{bb155938,
AUTHOR = "Kobayashi, T.",
TITLE = "Global Feature Guided Local Pooling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3364-3373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151848"}
@inproceedings{bb155939,
AUTHOR = "Wan, W. and Chen, J. and Li, T. and Huang, Y. and Tian, J. and Yu, C. and Xue, Y.",
TITLE = "Information Entropy Based Feature Pooling for Convolutional Neural
Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3404-3413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151849"}
@inproceedings{bb155940,
AUTHOR = "Huang, J. and Li, Z. and Li, N. and Liu, S. and Li, G.",
TITLE = "AttPool: Towards Hierarchical Feature Representation in Graph
Convolutional Networks via Attention Mechanism",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6479-6488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151850"}
@inproceedings{bb155941,
AUTHOR = "Gao, Z.L. and Xie, J.T. and Wang, Q.L. and Li, P.H.",
TITLE = "Global Second-Order Pooling Convolutional Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "3019-3028",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151851"}
@inproceedings{bb155942,
AUTHOR = "Xu, Y. and Nakayama, H.",
TITLE = "DCT Based Information-Preserving Pooling for Deep Neural Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "894-898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151852"}
@inproceedings{bb155943,
AUTHOR = "Hu, G. and Dixit, C. and Luong, D. and Gao, Q. and Cheng, L.",
TITLE = "Salience Guided Pooling in Deep Convolutional Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "360-364",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151853"}
@inproceedings{bb155944,
AUTHOR = "Saeedan, F. and Weber, N. and Goesele, M. and Roth, S.",
TITLE = "Detail-Preserving Pooling in Deep Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9108-9116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151854"}
@inproceedings{bb155945,
AUTHOR = "Ferra, A. and Aguilar, E. and Radeva, P.",
TITLE = "Multiple Wavelet Pooling for CNNs",
BOOKTITLE = WiCV-E18,
YEAR = "2018",
PAGES = "IV:671-675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151855"}
@inproceedings{bb155946,
AUTHOR = "Ryu, J.B. and Yang, M.H. and Lim, J.W.",
TITLE = "DFT-based Transformation Invariant Pooling Layer for Visual
Classification",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XIV: 89-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151856"}
@inproceedings{bb155947,
AUTHOR = "Yu, K.C. and Salzmann, M.",
TITLE = "Statistically-Motivated Second-Order Pooling",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VII: 621-637",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151857"}
@inproceedings{bb155948,
AUTHOR = "Simon, M. and Gao, Y. and Darrell, T.J. and Denzler, J. and Rodner, E.",
TITLE = "Generalized Orderless Pooling Performs Implicit Salient Matching",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "4970-4979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151858"}
@inproceedings{bb155949,
AUTHOR = "Zhai, S.F. and Wu, H. and Kumar, A. and Cheng, Y. and Lu, Y.X. and Zhang, Z.F. and Feris, R.S.",
TITLE = "S3Pool: Pooling with Stochastic Spatial Sampling",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4003-4011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151859"}
@inproceedings{bb155950,
AUTHOR = "Cui, Y. and Zhou, F. and Wang, J. and Liu, X. and Lin, Y. and Belongie, S.J.",
TITLE = "Kernel Pooling for Convolutional Neural Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3049-3058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151860"}
@inproceedings{bb155951,
AUTHOR = "Li, P.H. and Xie, J.T. and Wang, Q.L. and Gao, Z.L.",
TITLE = "Towards Faster Training of Global Covariance Pooling Networks by
Iterative Matrix Square Root Normalization",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "947-955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151861"}
@inproceedings{bb155952,
AUTHOR = "Chen, Z.Q. and Lin, J. and Chandrasekhar, V. and Duan, L.Y.",
TITLE = "Gated Square-Root Pooling for Image Instance Retrieval",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "1982-1986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151862"}
@inproceedings{bb155953,
AUTHOR = "Xie, L.X. and Tian, Q. and Flynn, J. and Wang, J.D. and Yuille, A.L.",
TITLE = "Geometric Neural Phrase Pooling:
Modeling the Spatial Co-Occurrence of Neurons",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "I: 645-661",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151863"}
@inproceedings{bb155954,
AUTHOR = "Bell, S. and Zitnick, C.L. and Bala, K. and Girshick, R.",
TITLE = "Inside-Outside Net: Detecting Objects in Context with Skip Pooling
and Recurrent Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2874-2883",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151864"}
@inproceedings{bb155955,
AUTHOR = "Yang, F. and Choi, W. and Lin, Y.",
TITLE = "Exploit All the Layers: Fast and Accurate CNN Object Detector with
Scale Dependent Pooling and Cascaded Rejection Classifiers",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2129-2137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151865"}
@inproceedings{bb155956,
AUTHOR = "Mopuri, K.R. and Babu, R.V.",
TITLE = "Object level deep feature pooling for compact image representation",
BOOKTITLE = DeepLearn15,
YEAR = "2015",
PAGES = "62-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151866"}
@inproceedings{bb155957,
AUTHOR = "Yang, M. and Li, B. and Fan, H.Q. and Jiang, Y.N.",
TITLE = "Randomized spatial pooling in deep convolutional networks for scene
recognition",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "402-406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151867"}
@inproceedings{bb155958,
AUTHOR = "Yoo, D.G. and Park, S.G. and Lee, J.Y. and Kweon, I.S.",
TITLE = "Multi-scale pyramid pooling for deep convolutional representation",
BOOKTITLE = DeepLearn15,
YEAR = "2015",
PAGES = "71-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151868"}
@inproceedings{bb155959,
AUTHOR = "Liu, L.Q. and Shen, C.H. and van den Hengel, A.J.",
TITLE = "The treasure beneath convolutional layers:
Cross-convolutional-layer pooling for image classification",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4749-4757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151869"}
@inproceedings{bb155960,
AUTHOR = "Gong, Y.C. and Wang, L.W. and Guo, R.Q. and Lazebnik, S.",
TITLE = "Multi-scale Orderless Pooling of Deep Convolutional Activation Features",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "VII: 392-407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT151870"}
@article{bb155961,
AUTHOR = "Zhang, X.Y. and Zou, J.H. and He, K.M. and Sun, J.",
TITLE = "Accelerating Very Deep Convolutional Networks for Classification and
Detection",
JOURNAL = PAMI,
VOLUME = "38",
YEAR = "2016",
NUMBER = "10",
MONTH = "October",
PAGES = "1943-1955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151871"}
@inproceedings{bb155962,
AUTHOR = "He, Y. and Zhang, X.Y. and Sun, J.",
TITLE = "Channel Pruning for Accelerating Very Deep Neural Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1398-1406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151872"}
@inproceedings{bb155963,
AUTHOR = "Zhang, X.Y. and Zou, J.H. and Ming, X. and He, K.M. and Sun, J.",
TITLE = "Efficient and accurate approximations of nonlinear convolutional
networks",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "1984-1992",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151873"}
@inproceedings{bb155964,
AUTHOR = "He, K.M. and Zhang, X.Y. and Ren, S.Q. and Sun, J.",
TITLE = "Delving Deep into Rectifiers:
Surpassing Human-Level Performance on ImageNet Classification",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "1026-1034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151874"}
@article{bb155965,
AUTHOR = "Sze, V. and Chen, Y.H. and Yang, T.J. and Emer, J.S.",
TITLE = "Efficient Processing of Deep Neural Networks: A Tutorial and Survey",
JOURNAL = PIEEE,
VOLUME = "105",
YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "2295-2329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151875"}
@article{bb155966,
AUTHOR = "Cavigelli, L. and Benini, L.",
TITLE = "Origami: A 803-GOp/s/W Convolutional Network Accelerator",
JOURNAL = CirSysVideo,
VOLUME = "27",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "2461-2475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151876"}
@article{bb155967,
AUTHOR = "Cavigelli, L. and Benini, L.",
TITLE = "CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional
Network Inference on Video Streams",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1451-1465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151877"}
@article{bb155968,
AUTHOR = "Ghesu, F.C. and Krubasik, E. and Georgescu, B. and Singh, V. and Zheng, Y. and Hornegger, J. and Comaniciu, D.",
TITLE = "Marginal Space Deep Learning: Efficient Architecture for Volumetric
Image Parsing",
JOURNAL = MedImg,
VOLUME = "35",
YEAR = "2016",
NUMBER = "5",
MONTH = "May",
PAGES = "1217-1228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151878"}
@article{bb155969,
AUTHOR = "Revathi, A.R. and Kumar, D.",
TITLE = "An efficient system for anomaly detection using deep learning
classifier",
JOURNAL = SIViP,
VOLUME = "11",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "291-299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151879"}
@article{bb155970,
AUTHOR = "Sun, B. and Feng, H.",
TITLE = "Efficient Compressed Sensing for Wireless Neural Recording:
A Deep Learning Approach",
JOURNAL = SPLetters,
VOLUME = "24",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "863-867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151880"}
@article{bb155971,
AUTHOR = "Xu, T.B. and Yang, P.P. and Zhang, X.Y. and Liu, C.L.",
TITLE = "LightweightNet: Toward fast and lightweight convolutional neural
networks via architecture distillation",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "272-284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151881"}
@article{bb155972,
AUTHOR = "Kim, D.H. and Lee, M.K. and Lee, S.H. and Song, B.C.",
TITLE = "Macro unit-based convolutional neural network for very light-weight
deep learning",
JOURNAL = IVC,
VOLUME = "87",
YEAR = "2019",
PAGES = "68-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151882"}
@inproceedings{bb155973,
AUTHOR = "Kim, D.H. and Lee, S.H. and Song, B.C.",
TITLE = "MUNet: Macro Unit-Based Convolutional Neural Network for Mobile
Devices",
BOOKTITLE = EfficientDeep18,
YEAR = "2018",
PAGES = "1749-17498",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151883"}
@article{bb155974,
AUTHOR = "Zhang, C.Y. and Zhao, Q. and Chen, C.L.P. and Liu, W.X.",
TITLE = "Deep compression of probabilistic graphical networks",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151884"}
@inproceedings{bb155975,
AUTHOR = "Brillet, L.F. and Mancini, S. and Cleyet Merle, S. and Nicolas, M.",
TITLE = "Tunable CNN Compression Through Dimensionality Reduction",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3851-3855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151885"}
@article{bb155976,
AUTHOR = "Lin, S.H. and Ji, R.R. and Chen, C. and Tao, D.C. and Luo, J.B.",
TITLE = "Holistic CNN Compression via Low-Rank Decomposition with Knowledge
Transfer",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "2889-2905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151886"}
@article{bb155977,
AUTHOR = "Zhang, L. and Bu, X.K. and Li, B.",
TITLE = "XNORCONV: CNNs accelerator implemented on FPGA using a hybrid CNNs
structure and an inter-layer pipeline method",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "105-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151887"}
@article{bb155978,
AUTHOR = "Chen, Z. and Fan, K. and Wang, S. and Duan, L. and Lin, W. and Kot, A.C.",
TITLE = "Toward Intelligent Sensing: Intermediate Deep Feature Compression",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2230-2243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151888"}
@article{bb155979,
AUTHOR = "Lobel, H. and Vidal, R. and Soto, A.",
TITLE = "CompactNets: Compact Hierarchical Compositional Networks for Visual
Recognition",
JOURNAL = CVIU,
VOLUME = "191",
YEAR = "2020",
PAGES = "102841",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151889"}
@article{bb155980,
AUTHOR = "Ding, L. and Tian, Y.H. and Fan, H.F. and Chen, C.H. and Huang, T.J.",
TITLE = "Joint Coding of Local and Global Deep Features in Videos for Visual
Search",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3734-3749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151890"}
@article{bb155981,
AUTHOR = "Browne, D. and Giering, M. and Prestwich, S.",
TITLE = "PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural
Networks for Remote Sensing",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151891"}
@article{bb155982,
AUTHOR = "Liu, Z.C. and Luo, W.H. and Wu, B.Y. and Yang, X. and Liu, W. and Cheng, K.T.",
TITLE = "Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance",
JOURNAL = IJCV,
VOLUME = "128",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "202-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151892"}
@inproceedings{bb155983,
AUTHOR = "Liu, Z.C. and Wu, B.Y. and Luo, W.H. and Yang, X. and Liu, W. and Cheng, K.T.",
TITLE = "Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved
Representational Capability and Advanced Training Algorithm",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XV: 747-763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151893"}
@article{bb155984,
AUTHOR = "Sun, F.Z. and Li, S.J. and Wang, S.H. and Liu, Q.J. and Zhou, L.X.",
TITLE = "CostNet: A Concise Overpass Spatiotemporal Network for Predictive
Learning",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151894"}
@article{bb155985,
AUTHOR = "Kalayeh, M.M. and Shah, M.",
TITLE = "Training Faster by Separating Modes of Variation in Batch-Normalized
Models",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1483-1500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151895"}
@article{bb155986,
AUTHOR = "Ma, W.C. and Wu, Y.W. and Cen, F. and Wang, G.H.",
TITLE = "MDFN: Multi-scale deep feature learning network for object detection",
JOURNAL = PR,
VOLUME = "100",
YEAR = "2020",
PAGES = "107149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151896"}
@article{bb155987,
AUTHOR = "Patel, K. and Wang, G.H.",
TITLE = "A discriminative channel diversification network for image
classification",
JOURNAL = PRL,
VOLUME = "153",
YEAR = "2022",
PAGES = "176-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151897"}
@inproceedings{bb155988,
AUTHOR = "Ma, W.C. and Wu, Y.W. and Wang, Z. and Wang, G.H.",
TITLE = "MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for
Efficient Object Detection",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2510-2515",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151898"}
@inproceedings{bb155989,
AUTHOR = "Lelekas, I. and Tomen, N. and Pintea, S.L. and van Gemert, J.C.",
TITLE = "Top-Down Networks: A coarse-to-fine reimagination of CNNs",
BOOKTITLE = DeepVision20,
YEAR = "2020",
PAGES = "3244-3253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151899"}
@article{bb155990,
AUTHOR = "Ma, L.H. and Fan, H.Y. and Lu, Z.M. and Tian, D.",
TITLE = "Acceleration of multi-task cascaded convolutional networks",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "11",
MONTH = "September",
PAGES = "2435-2441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151900"}
@article{bb155991,
AUTHOR = "Jiang, Y.G. and Cheng, C.M. and Lin, H.Y. and Fu, Y.W.",
TITLE = "Learning Layer-Skippable Inference Network",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "8747-8759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151901"}
@article{bb155992,
AUTHOR = "Fang, Z.Y. and Ren, J.C. and Marshall, S. and Zhao, H.M. and Wang, S. and Li, X.L.",
TITLE = "Topological optimization of the DenseNet with pretrained-weights
inheritance and genetic channel selection",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151902"}
@article{bb155993,
AUTHOR = "Li, G.Q. and Zhang, M. and Li, J. and Lv, F. and Tong, G.D.",
TITLE = "Efficient densely connected convolutional neural networks",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151903"}
@article{bb155994,
AUTHOR = "Yang, Y.Q. and Lv, H.J. and Chen, N. and Wu, Y. and Zheng, J.Y. and Zheng, Z.X.",
TITLE = "Local minima found in the subparameter space can be effective for
ensembles of deep convolutional neural networks",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151904"}
@article{bb155995,
AUTHOR = "Gurhanli, A.",
TITLE = "Accelerating convolutional neural network training using ProMoD
backpropagation algorithm",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "13",
MONTH = "November",
PAGES = "2957-2964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151905"}
@article{bb155996,
AUTHOR = "Xi, J.B. and Ersoy, O.K. and Fang, J.W. and Cong, M. and Wu, T.J. and Zhao, C.Y. and Li, Z.H.",
TITLE = "Wide Sliding Window and Subsampling Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151906"}
@article{bb155997,
AUTHOR = "Xi, J.B. and Cong, M. and Ersoy, O.K. and Zou, W.B. and Zhao, C.Y. and Li, Z.H. and Gu, J.K. and Wu, T.J.",
TITLE = "Dynamic Wide and Deep Neural Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151907"}
@article{bb155998,
AUTHOR = "Xi, J.B. and Ersoy, O.K. and Cong, M. and Zhao, C.Y. and Qu, W. and Wu, T.J.",
TITLE = "Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing
Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151908"}
@article{bb155999,
AUTHOR = "Avola, D. and Cinque, L. and Diko, A. and Fagioli, A. and Foresti, G.L. and Mecca, A. and Pannone, D. and Piciarelli, C.",
TITLE = "MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN
Object Detection and Aerial Tracking from UAV Images",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT151909"}
Last update:Nov 10, 2025 at 14:27:42