@inproceedings{bb107200,
        AUTHOR = "Gwon, Y. and Cha, M. and Kung, H.T.",
        TITLE = "Deep Sparse-coded Network (DSN)",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2610-2615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103623"}

@inproceedings{bb107201,
        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/pattern652imnn1.html#TT103624"}

@inproceedings{bb107202,
        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/pattern652imnn1.html#TT103625"}

@inproceedings{bb107203,
        AUTHOR = "Tabernik, D. and Kristan, M. and Wyatt, J.L. and Leonardis, A.",
        TITLE = "Towards deep compositional networks",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3470-3475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103626"}

@inproceedings{bb107204,
        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/pattern652imnn1.html#TT103627"}

@inproceedings{bb107205,
        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/pattern652imnn1.html#TT103628"}

@inproceedings{bb107206,
        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/pattern652imnn1.html#TT103629"}

@inproceedings{bb107207,
        AUTHOR = "Burlina, P.",
        TITLE = "MRCNN: A stateful Fast R-CNN",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3518-3523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103630"}

@inproceedings{bb107208,
        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/pattern652imnn1.html#TT103631"}

@inproceedings{bb107209,
        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/pattern652imnn1.html#TT103632"}

@inproceedings{bb107210,
        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/pattern652imnn1.html#TT103633"}

@inproceedings{bb107211,
        AUTHOR = "Kading, C. and Rodner, E. and Freytag, A. and Denzler, J.",
        TITLE = "Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios",
        BOOKTITLE = DeepVisual16,
        YEAR = "2016",
        PAGES = "III: 588-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103634"}

@inproceedings{bb107212,
        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/pattern652imnn1.html#TT103635"}

@inproceedings{bb107213,
        AUTHOR = "Gao, Y. and Liu, Z. and Wang, D.",
        TITLE = "Error models of finite word length arithmetic in CNN accelerator
design",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103636"}

@inproceedings{bb107214,
        AUTHOR = "Shaheen, F. and Verma, B. and Asafuddoula, M.",
        TITLE = "Impact of Automatic Feature Extraction in Deep Learning Architecture",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103637"}

@inproceedings{bb107215,
        AUTHOR = "Mao, F.L. and Xiong, W. and Du, B. and Zhang, L.",
        TITLE = "Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual
Recognition",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "II: 368-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103638"}

@inproceedings{bb107216,
        AUTHOR = "Liu, Y. and Guo, Y.M. and Lew, M.S.",
        TITLE = "On the Exploration of Convolutional Fusion Networks for Visual
Recognition",
        BOOKTITLE = MMMod17,
        YEAR = "2017",
        PAGES = "I: 277-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103639"}

@inproceedings{bb107217,
        AUTHOR = "Ujiie, T. and Hiromoto, M. and Sato, T.",
        TITLE = "Approximated Prediction Strategy for Reducing Power Consumption of
Convolutional Neural Network Processor",
        BOOKTITLE = ECVW16,
        YEAR = "2016",
        PAGES = "870-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103640"}

@inproceedings{bb107218,
        AUTHOR = "Honari, S. and Yosinski, J. and Vincent, P. and Pal, C.",
        TITLE = "Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5743-5752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103641"}

@inproceedings{bb107219,
        AUTHOR = "Hu, P.Y. and Ramanan, D.",
        TITLE = "Bottom-Up and Top-Down Reasoning with Hierarchical Rectified
Gaussians",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5600-5609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103642"}

@inproceedings{bb107220,
        AUTHOR = "Lavin, A. and Gray, S.",
        TITLE = "Fast Algorithms for Convolutional Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4013-4021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103643"}

@inproceedings{bb107221,
        AUTHOR = "Misra, I. and Shrivastava, A. and Gupta, A. and Hebert, M.",
        TITLE = "Cross-Stitch Networks for Multi-task Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "3994-4003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103644"}

@inproceedings{bb107222,
        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/pattern652imnn1.html#TT103645"}

@inproceedings{bb107223,
        AUTHOR = "Szegedy, C. and Vanhoucke, V. and Ioffe, S. and Shlens, J. and Wojna, Z.",
        TITLE = "Rethinking the Inception Architecture for Computer Vision",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2818-2826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103646"}

@inproceedings{bb107224,
        AUTHOR = "Jain, A. and Zamir, A.R. and Savarese, S. and Saxena, A.",
        TITLE = "Structural-RNN: Deep Learning on Spatio-Temporal Graphs",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5308-5317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103647"}

@inproceedings{bb107225,
        AUTHOR = "Xie, L. and Wang, J. and Wei, Z. and Wang, M. and Tian, Q.",
        TITLE = "DisturbLabel: Regularizing CNN on the Loss Layer",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4753-4762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103648"}

@inproceedings{bb107226,
        AUTHOR = "Cohen, N. and Sharir, O. and Shashua, A.",
        TITLE = "Deep SimNets",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4782-4791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103649"}

@inproceedings{bb107227,
        AUTHOR = "Shankar, S. and Robertson, D. and Ioannou, Y. and Criminisi, A. and Cipolla, R.",
        TITLE = "Refining Architectures of Deep Convolutional Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2212-2220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103650"}

@inproceedings{bb107228,
        AUTHOR = "Chen, H.G. and Jayasuriya, S. and Yang, J. and Stephen, J. and Sivaramakrishnan, S. and Veeraraghavan, A. and Molnar, A.",
        TITLE = "ASP Vision: Optically Computing the First Layer of Convolutional
Neural Networks Using Angle Sensitive Pixels",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "903-912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103651"}

@inproceedings{bb107229,
        AUTHOR = "Wang, J.D. and Yuille, A.L. and Tian, Q.",
        TITLE = "InterActive: Inter-Layer Activeness Propagation",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "270-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103652"}

@inproceedings{bb107230,
        AUTHOR = "Jacobsen, J.H. and van Gemert, J.C. and Lou, Z. and Smeulders, A.W.M.",
        TITLE = "Structured Receptive Fields in CNNs",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2610-2619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103653"}

@inproceedings{bb107231,
        AUTHOR = "Lebedev, V. and Lempitsky, V.",
        TITLE = "Fast ConvNets Using Group-Wise Brain Damage",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2554-2564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103654"}

@inproceedings{bb107232,
        AUTHOR = "Rastegar, S. and Baghshah, M.S. and Rabiee, H.R. and Shojaee, S.M.",
        TITLE = "MDL-CW: A Multimodal Deep Learning Framework with CrossWeights",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2601-2609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103655"}

@inproceedings{bb107233,
        AUTHOR = "Moosavi Dezfooli, S.M. and Fawzi, A. and Frossard, P.",
        TITLE = "DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2574-2582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103656"}

@inproceedings{bb107234,
        AUTHOR = "Wu, J.X. and Leng, C. and Wang, Y.H. and Hu, Q.H. and Cheng, J.",
        TITLE = "Quantized Convolutional Neural Networks for Mobile Devices",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4820-4828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103657"}

@inproceedings{bb107235,
        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/pattern652imnn1.html#TT103658"}

@inproceedings{bb107236,
        AUTHOR = "Jin, X.J. and Chen, Y.P. and Dong, J. and Feng, J. and Yan, S.C.",
        TITLE = "Collaborative Layer-Wise Discriminative Learning in Deep Neural
Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 733-749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103659"}

@inproceedings{bb107237,
        AUTHOR = "Goo, W. and Kim, J.Y. and Kim, G. and Hwang, S.J.",
        TITLE = "Taxonomy-Regularized Semantic Deep Convolutional Neural Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 86-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103660"}

@inproceedings{bb107238,
        AUTHOR = "Shen, L. and Lin, Z.C. and Huang, Q.M.",
        TITLE = "Relay Backpropagation for Effective Learning of Deep Convolutional
Neural Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 467-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103661"}

@inproceedings{bb107239,
        AUTHOR = "Wang, Z.Y. and Deng, Z.D. and Wang, S.",
        TITLE = "Accelerating Convolutional Neural Networks with Dominant Convolutional
Kernel and Knowledge Pre-regression",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VIII: 533-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103662"}

@inproceedings{bb107240,
        AUTHOR = "Zhou, H. and Alvarez, J.M. and Porikli, F.M.",
        TITLE = "Less Is More: Towards Compact CNNs",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 662-677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103663"}

@inproceedings{bb107241,
        AUTHOR = "Shrivastava, A. and Gupta, A.",
        TITLE = "Contextual Priming and Feedback for Faster R-CNN",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "I: 330-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103664"}

@inproceedings{bb107242,
        AUTHOR = "Yu, D. and Wu, X.J.",
        TITLE = "VLAD Is not Necessary for CNN",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 492-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103665"}

@inproceedings{bb107243,
        AUTHOR = "Bach, S. and Binder, A. and Muller, K.R. and Samek, W.",
        TITLE = "Controlling explanatory heatmap resolution and semantics via
decomposition depth",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2271-2275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103666"}

@inproceedings{bb107244,
        AUTHOR = "Pang, J. and Lin, H. and Su, L. and Zhang, C. and Zhang, W. and Duan, L. and Huang, Q. and Yin, B.",
        TITLE = "Accelerate convolutional neural networks for binary classification
via cascading cost-sensitive feature",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1037-1041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103667"}

@inproceedings{bb107245,
        AUTHOR = "Carvalho, M. and Cord, M. and Avila, S. and Thome, N. and Valle, E.",
        TITLE = "Deep neural networks under stress",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "4443-4447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103668"}

@inproceedings{bb107246,
        AUTHOR = "Liao, Z. and Carneiro, G.",
        TITLE = "On the importance of normalisation layers in deep learning with
piecewise linear activation units",
        BOOKTITLE = WACV16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103669"}

@inproceedings{bb107247,
        AUTHOR = "Li, N. and Takaki, S. and Tomiokay, Y. and Kitazawa, H.",
        TITLE = "A multistage dataflow implementation of a Deep Convolutional Neural
Network based on FPGA for high-speed object recognition",
        BOOKTITLE = Southwest16,
        YEAR = "2016",
        PAGES = "165-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103670"}

@inproceedings{bb107248,
        AUTHOR = "Yang, Z.C. and Moczulski, M. and Denil, M. and de Freitas, N. and Smola, A.J. and Song, L. and Wang, Z.Y.",
        TITLE = "Deep Fried Convnets",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1476-1483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103671"}

@inproceedings{bb107249,
        AUTHOR = "Ionescu, C. and Vantzos, O. and Sminchisescu, C.",
        TITLE = "Matrix Backpropagation for Deep Networks with Structured Layers",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2965-2973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103672"}

@inproceedings{bb107250,
        AUTHOR = "Yang, B. and Yan, J. and Lei, Z. and Li, S.Z.",
        TITLE = "Convolutional Channel Features",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103673"}

@inproceedings{bb107251,
        AUTHOR = "Girshick, R.",
        TITLE = "Fast R-CNN",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103674"}

@inproceedings{bb107252,
        AUTHOR = "Zou, X.Y. and Xu, X.M. and Qing, C.M. and Xing, X.F.",
        TITLE = "High speed deep networks based on Discrete Cosine Transformation",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5921-5925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT103675"}

@article{bb107253,
        AUTHOR = "Cao, Y.Q. and Chen, Y. and Khosla, D.",
        TITLE = "Spiking Deep Convolutional Neural Networks for Energy-Efficient Object
Recognition",
        JOURNAL = IJCV,
        VOLUME = "113",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "May",
        PAGES = "54-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103676"}

@article{bb107254,
        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#TT103677"}

@article{bb107255,
        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#TT103678"}

@article{bb107256,
        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#TT103679"}

@article{bb107257,
        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#TT103680"}

@article{bb107258,
        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#TT103681"}

@article{bb107259,
        AUTHOR = "Xu, T.B. and Yang, 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#TT103682"}

@article{bb107260,
        AUTHOR = "Feng, J. and Wang, L. and Yu, H. and Jiao, L.C. and Zhang, X.R.",
        TITLE = "Divide-and-Conquer Dual-Architecture Convolutional Neural Network for
Classification of Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103683"}

@article{bb107261,
        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#TT103684"}

@inproceedings{bb107262,
        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#TT103685"}

@inproceedings{bb107263,
        AUTHOR = "Geng, X. and Lin, J. and Zhao, B. and Kong, A. and Aly, M.M.S. and Chandrasekhar, V.",
        TITLE = "Hardware-Aware Softmax Approximation for Deep Neural Networks",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:107-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103686"}

@inproceedings{bb107264,
        AUTHOR = "Chen, W.C. and Chang, C.C. and Lee, C.R.",
        TITLE = "Knowledge Distillation with Feature Maps for Image Classification",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "III:200-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103687"}

@inproceedings{bb107265,
        AUTHOR = "Groh, F. and Wieschollek, P. and Lensch, H.P.A.",
        TITLE = "Flex-Convolution",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:105-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103688"}

@inproceedings{bb107266,
        AUTHOR = "Yang, L. and Song, Q. and Li, Z.X. and Wu, Y.Q. and Li, X.J. and Hu, M.J.",
        TITLE = "Cross Connected Network for Efficient Image Recognition",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:56-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103689"}

@inproceedings{bb107267,
        AUTHOR = "Ignatov, A. and Timofte, R. and Chou, W. and Wang, K. and Wu, M. and Van Gool, T.H.L.J.",
        TITLE = "AI Benchmark: Running Deep Neural Networks on Android Smartphones",
        BOOKTITLE = PerceptualRest18,
        YEAR = "2018",
        PAGES = "V:288-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103690"}

@inproceedings{bb107268,
        AUTHOR = "Li, X. and Zhang, S. and Jiang, B. and Qi, Y. and Chuah, M.C. and Bi, N.",
        TITLE = "DAC: Data-Free Automatic Acceleration of Convolutional Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1598-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103691"}

@inproceedings{bb107269,
        AUTHOR = "He, Y. and Liu, X. and Zhong, H. and Ma, Y.",
        TITLE = "AddressNet: Shift-Based Primitives for Efficient Convolutional Neural
Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1213-1222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103692"}

@inproceedings{bb107270,
        AUTHOR = "Singh, P. and Kadi, V.S.R. and Verma, N. and Namboodiri, V.P.",
        TITLE = "Stability Based Filter Pruning for Accelerating Deep CNNs",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1166-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103693"}

@inproceedings{bb107271,
        AUTHOR = "He, Z.Z. and Gong, B.Q. and Fan, D.L.",
        TITLE = "Optimize Deep Convolutional Neural Network with Ternarized Weights
and High Accuracy",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "913-921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103694"}

@inproceedings{bb107272,
        AUTHOR = "Bicici, U.C. and Keskin, C. and Akarun, L.",
        TITLE = "Conditional Information Gain Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1390-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103695"}

@inproceedings{bb107273,
        AUTHOR = "Aldana, R. and Campos Macias, L. and Zamora, J. and Gomez Gutierrez, D. and Cruz, A.",
        TITLE = "Dynamic Learning Rate for Neural Networks:
A Fixed-Time Stability Approach",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1378-1383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103696"}

@inproceedings{bb107274,
        AUTHOR = "Kung, H.T. and McDanel, B. and Zhang, S.Q.",
        TITLE = "Adaptive Tiling: Applying Fixed-size Systolic Arrays To Sparse
Convolutional Neural Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1006-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103697"}

@inproceedings{bb107275,
        AUTHOR = "Grelsson, B. and Felsberg, M.",
        TITLE = "Improved Learning in Convolutional Neural Networks with Shifted
Exponential Linear Units (ShELUs)",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "517-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103698"}

@inproceedings{bb107276,
        AUTHOR = "Zheng, W. and Zhang, Z.",
        TITLE = "Accelerating the Classification of Very Deep Convolutional Network by
A Cascading Approach",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "355-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103699"}

@inproceedings{bb107277,
        AUTHOR = "Manessi, F. and Rozza, A. and Bianco, S. and Napoletano, P. and Schettini, R.",
        TITLE = "Automated Pruning for Deep Neural Network Compression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "657-664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103700"}

@inproceedings{bb107278,
        AUTHOR = "Zhong, G. and Yao, H. and Zhou, H.",
        TITLE = "Merging Neurons for Structure Compression of Deep Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1462-1467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103701"}

@inproceedings{bb107279,
        AUTHOR = "Zhou, A. and Yao, A.B. and Wang, K. and Chen, Y.R.",
        TITLE = "Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9426-9435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103702"}

@inproceedings{bb107280,
        AUTHOR = "Bhowmik, P. and Pantho, M.J.H. and Asadinia, M. and Bobda, C.",
        TITLE = "Design of a Reconfigurable 3D Pixel-Parallel Neuromorphic
Architecture for Smart Image Sensor",
        BOOKTITLE = ECVW18,
        YEAR = "2018",
        PAGES = "786-7868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103703"}

@inproceedings{bb107281,
        AUTHOR = "Aggarwal, V. and Wang, W.L. and Eriksson, B. and Sun, Y.F. and Wan, W.Q.",
        TITLE = "Wide Compression: Tensor Ring Nets",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9329-9338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103704"}

@inproceedings{bb107282,
        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/pattern652eff1.html#TT103705"}

@inproceedings{bb107283,
        AUTHOR = "Yu, R. and Li, A. and Chen, C. and Lai, J. and Morariu, V.I. and Han, X. and Gao, M. and Lin, C. and Davis, L.S.",
        TITLE = "NISP: Pruning Networks Using Neuron Importance Score Propagation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9194-9203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103706"}

@inproceedings{bb107284,
        AUTHOR = "Ren, M. and Pokrovsky, A. and Yang, B. and Urtasun, R.",
        TITLE = "SBNet: Sparse Blocks Network for Fast Inference",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8711-8720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103707"}

@inproceedings{bb107285,
        AUTHOR = "Xie, G.T. and Wang, J.D. and Zhang, T. and Lai, J.H. and Hong, R. and Qi, G.J.",
        TITLE = "Interleaved Structured Sparse Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8847-8856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103708"}

@inproceedings{bb107286,
        AUTHOR = "Kim, E. and Ahn, C. and Oh, S.",
        TITLE = "NestedNet: Learning Nested Sparse Structures in Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8669-8678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103709"}

@inproceedings{bb107287,
        AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
        TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8532-8541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103710"}

@inproceedings{bb107288,
        AUTHOR = "Tung, F. and Mori, G.",
        TITLE = "CLIP-Q: Deep Network Compression Learning by In-parallel
Pruning-Quantization",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7873-7882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103711"}

@inproceedings{bb107289,
        AUTHOR = "Bulo, S.R. and Porzi, L. and Kontschieder, P.",
        TITLE = "In-place Activated BatchNorm for Memory-Optimized Training of DNNs",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5639-5647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103712"}

@inproceedings{bb107290,
        AUTHOR = "Ma, W. and Wu, Y. and Wang, Z. and Wang, G.",
        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#TT103713"}

@inproceedings{bb107291,
        AUTHOR = "Zhang, D.",
        TITLE = "clcNet: Improving the Efficiency of Convolutional Neural Network
Using Channel Local Convolutions",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7912-7919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103714"}

@inproceedings{bb107292,
        AUTHOR = "Zhuang, B. and Shen, C. and Tan, M. and Liu, L. and Reid, I.D.",
        TITLE = "Towards Effective Low-Bitwidth Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7920-7928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103715"}

@inproceedings{bb107293,
        AUTHOR = "Kuen, J. and Kong, X. and Lin, Z. and Wang, G. and Yin, J. and See, S. and Tan, Y.",
        TITLE = "Stochastic Downsampling for Cost-Adjustable Inference and Improved
Regularization in Convolutional Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7929-7938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103716"}

@inproceedings{bb107294,
        AUTHOR = "Shazeer, N. and Fatahalian, K. and Mark, W.R. and Mullapudi, R.T.",
        TITLE = "HydraNets: Specialized Dynamic Architectures for Efficient Inference",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8080-8089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103717"}

@inproceedings{bb107295,
        AUTHOR = "Rebuffi, S. and Vedaldi, A. and Bilen, H.",
        TITLE = "Efficient Parametrization of Multi-domain Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8119-8127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103718"}

@inproceedings{bb107296,
        AUTHOR = "Cao, S. and Liu, Y. and Zhou, C. and Sun, Q. and Pongsak, L. and Shen, S.M.",
        TITLE = "ThinNet: An Efficient Convolutional Neural Network for Object
Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "836-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103719"}

@inproceedings{bb107297,
        AUTHOR = "Kobayashi, T.",
        TITLE = "Analyzing Filters Toward Efficient ConvNet",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5619-5628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103720"}

@inproceedings{bb107298,
        AUTHOR = "Chou, Y. and Chan, Y. and Lee, J. and Chiu, C. and Chen, C.",
        TITLE = "Merging Deep Neural Networks for Mobile Devices",
        BOOKTITLE = EfficientDeep18,
        YEAR = "2018",
        PAGES = "1767-17678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103721"}

@inproceedings{bb107299,
        AUTHOR = "Zhang, Q. and Zhang, M. and Wang, M. and Sui, W. and Meng, C. and Yang, J. and Kong, W. and Cui, X. and Lin, W.",
        TITLE = "Efficient Deep Learning Inference Based on Model Compression",
        BOOKTITLE = EfficientDeep18,
        YEAR = "2018",
        PAGES = "1776-17767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT103722"}

Last update:Sep 9, 2019 at 16:26:55