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@inproceedings{bb156104,
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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#TT152074"}
@inproceedings{bb156165,
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#TT152075"}
@inproceedings{bb156166,
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#TT152076"}
@inproceedings{bb156167,
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#TT152077"}
@inproceedings{bb156168,
AUTHOR = "Kobayashi, T.",
TITLE = "Global Feature Guided Local Pooling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3364-3373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT152078"}
@inproceedings{bb156169,
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#TT152079"}
@inproceedings{bb156170,
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#TT152080"}
@inproceedings{bb156171,
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#TT152081"}
@inproceedings{bb156172,
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#TT152082"}
@inproceedings{bb156173,
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#TT152083"}
@inproceedings{bb156174,
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#TT152084"}
@inproceedings{bb156175,
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#TT152085"}
@inproceedings{bb156176,
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#TT152086"}
@inproceedings{bb156177,
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#TT152087"}
@inproceedings{bb156178,
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#TT152088"}
@inproceedings{bb156179,
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#TT152089"}
@inproceedings{bb156180,
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#TT152090"}
@inproceedings{bb156181,
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#TT152091"}
@inproceedings{bb156182,
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#TT152092"}
@inproceedings{bb156183,
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#TT152093"}
@inproceedings{bb156184,
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#TT152094"}
@inproceedings{bb156185,
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#TT152095"}
@inproceedings{bb156186,
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#TT152096"}
@inproceedings{bb156187,
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#TT152097"}
@inproceedings{bb156188,
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#TT152098"}
@inproceedings{bb156189,
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#TT152099"}
@inproceedings{bb156190,
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#TT152100"}
@article{bb156191,
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,
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YEAR = "2016",
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MONTH = "October",
PAGES = "1943-1955",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT152101"}
@inproceedings{bb156192,
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#TT152102"}
@inproceedings{bb156193,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT152103"}
@inproceedings{bb156194,
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#TT152104"}
@article{bb156195,
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#TT152105"}
@article{bb156196,
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#TT152106"}
@article{bb156197,
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#TT152107"}
@article{bb156198,
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#TT152108"}
@article{bb156199,
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#TT152109"}
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