@inproceedings{bb110200,
        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#TT106583"}

@inproceedings{bb110201,
        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#TT106584"}

@inproceedings{bb110202,
        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#TT106585"}

@inproceedings{bb110203,
        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#TT106586"}

@inproceedings{bb110204,
        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#TT106587"}

@inproceedings{bb110205,
        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#TT106588"}

@inproceedings{bb110206,
        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#TT106589"}

@inproceedings{bb110207,
        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#TT106590"}

@inproceedings{bb110208,
        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#TT106591"}

@inproceedings{bb110209,
        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#TT106592"}

@inproceedings{bb110210,
        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#TT106593"}

@inproceedings{bb110211,
        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#TT106594"}

@inproceedings{bb110212,
        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#TT106595"}

@inproceedings{bb110213,
        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#TT106596"}

@inproceedings{bb110214,
        AUTHOR = "Yang, B. and Yan, J. and Lei, Z. and Li, S.Z.",
        TITLE = "Convolutional Channel Features",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "82-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT106597"}

@inproceedings{bb110215,
        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#TT106598"}

@article{bb110216,
        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#TT106599"}

@article{bb110217,
        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#TT106600"}

@article{bb110218,
        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#TT106601"}

@article{bb110219,
        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#TT106602"}

@article{bb110220,
        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#TT106603"}

@article{bb110221,
        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#TT106604"}

@article{bb110222,
        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#TT106605"}

@article{bb110223,
        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#TT106606"}

@article{bb110224,
        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#TT106607"}

@inproceedings{bb110225,
        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#TT106608"}

@article{bb110226,
        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#TT106609"}

@inproceedings{bb110227,
        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#TT106610"}

@article{bb110228,
        AUTHOR = "Dong, Y.P. and Ni, R.K. and Li, J.G. and Chen, Y.R. and Su, H. and Zhu, J.",
        TITLE = "Stochastic Quantization for Learning Accurate Low-Bit Deep Neural
Networks",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "11-12",
        MONTH = "December",
        PAGES = "1629-1642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106611"}

@inproceedings{bb110229,
        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#TT106612"}

@article{bb110230,
        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#TT106613"}

@article{bb110231,
        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#TT106614"}

@article{bb110232,
        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#TT106615"}

@article{bb110233,
        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#TT106616"}

@article{bb110234,
        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#TT106617"}

@inproceedings{bb110235,
        AUTHOR = "Dai, X.L. and Zhang, P.Z. and Wu, B. and Yin, H.X. and Sun, F. and Wang, Y. and Dukhan, M. and Hu, Y.Q. and Wu, Y.M. and Jia, Y.Q. and Vajda, P. and Uyttendaele, M. and Jha, N.K.",
        TITLE = "ChamNet: Towards Efficient Network Design Through Platform-Aware Model
Adaptation",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "11390-11399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106618"}

@inproceedings{bb110236,
        AUTHOR = "Gao, S.Q. and Deng, C. and Huang, H.",
        TITLE = "Cross Domain Model Compression by Structurally Weight Sharing",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "8965-8974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106619"}

@inproceedings{bb110237,
        AUTHOR = "Yang, J. and Shen, X. and Xing, J. and Tian, X.M. and Li, H.Q.A. and Deng, B. and Huang, J.Q. and Hua, X.S.",
        TITLE = "Quantization Networks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7300-7308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106620"}

@inproceedings{bb110238,
        AUTHOR = "Liu, Y.J. and Tian, X.M. and Li, Y. and Xiong, Z.W. and Wu, F.",
        TITLE = "Compact Feature Learning for Multi-Domain Image Classification",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7186-7194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106621"}

@inproceedings{bb110239,
        AUTHOR = "Li, J. and Qi, Q. and Wang, J.Y. and Ge, C. and Li, Y.J. and Yue, Z.Z. and Sun, H.F.",
        TITLE = "OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural
Networks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7039-7048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106622"}

@inproceedings{bb110240,
        AUTHOR = "Kim, H. and Khan, M.U.K. and Kyung, C.M.",
        TITLE = "Efficient Neural Network Compression",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "12561-12569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106623"}

@inproceedings{bb110241,
        AUTHOR = "Minnehan, B. and Savakis, A.",
        TITLE = "Cascaded Projection: End-To-End Network Compression and Acceleration",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "10707-10716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106624"}

@inproceedings{bb110242,
        AUTHOR = "Lin, Y.H. and Chou, C.N. and Chang, E.Y.",
        TITLE = "MBS: Macroblock Scaling for CNN Model Reduction",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "9109-9117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106625"}

@inproceedings{bb110243,
        AUTHOR = "Gao, Y. and Ma, J. and Zhao, M.B. and Liu, W. and Yuille, A.L.",
        TITLE = "NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural
Discriminative Dimensionality Reduction",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "3200-3209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106626"}

@inproceedings{bb110244,
        AUTHOR = "Wang, H.Y. and Kembhavi, A. and Farhadi, A. and Yuille, A.L. and Rastegari, M.",
        TITLE = "ELASTIC: Improving CNNs With Dynamic Scaling Policies",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "2253-2262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106627"}

@inproceedings{bb110245,
        AUTHOR = "Cao, S.J. and Ma, L.X. and Xiao, W.C. and Zhang, C. and Liu, Y.X. and Zhang, L.T. and Nie, L.S. and Yang, Z.",
        TITLE = "SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity
Through Low-Bit Quantization",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "11208-11217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106628"}

@inproceedings{bb110246,
        AUTHOR = "Yang, H.C. and Zhu, Y. and Liu, J.",
        TITLE = "ECC: Platform-Independent Energy-Constrained Deep Neural Network
Compression via a Bilinear Regression Model",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "11198-11207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106629"}

@inproceedings{bb110247,
        AUTHOR = "Gong, L. and Cheng, Q.A.",
        TITLE = "Exploiting Edge Features for Graph Neural Networks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "9203-9211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106630"}

@inproceedings{bb110248,
        AUTHOR = "Mehta, S. and Rastegari, M. and Shapiro, L. and Hajishirzi, H.",
        TITLE = "ESPNetv2: A Light-Weight, Power Efficient, and General Purpose
Convolutional Neural Network",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "9182-9192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106631"}

@inproceedings{bb110249,
        AUTHOR = "Kossaifi, J. and Bulat, A. and Tzimiropoulos, G. and Pantic, M.",
        TITLE = "T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order
Tensor",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7814-7823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106632"}

@inproceedings{bb110250,
        AUTHOR = "Chen, W.J. and Xie, D. and Zhang, Y. and Pu, S.L.",
        TITLE = "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural
Networks for Image Classification",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7234-7243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106633"}

@inproceedings{bb110251,
        AUTHOR = "Georgiadis, G.",
        TITLE = "Accelerating Convolutional Neural Networks via Activation Map
Compression",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "7078-7088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106634"}

@inproceedings{bb110252,
        AUTHOR = "Zhu, S.L. and Dong, X. and Su, H.",
        TITLE = "Binary Ensemble Neural Network: More Bits per Network or More Networks
per Bit?",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "4918-4927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106635"}

@inproceedings{bb110253,
        AUTHOR = "Jung, S. and Son, C.Y. and Lee, S. and Son, J. and Han, J.J. and Kwak, Y. and Hwang, S.J. and Choi, C.K.",
        TITLE = "Learning to Quantize Deep Networks by Optimizing Quantization Intervals
With Task Loss",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "4345-4354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106636"}

@inproceedings{bb110254,
        AUTHOR = "Li, T. and Wu, B.Y. and Yang, Y. and Fan, Y. and Zhang, Y. and Liu, W.",
        TITLE = "Compressing Convolutional Neural Networks via Factorized Convolutional
Filters",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "3972-3981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106637"}

@inproceedings{bb110255,
        AUTHOR = "Kim, E. and Ahn, C. and Torr, P.H.S. and Oh, S.H.",
        TITLE = "Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "2705-2714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106638"}

@inproceedings{bb110256,
        AUTHOR = "Tan, M.X. and Chen, B. and Pang, R. and Vasudevan, V. and Sandler, M. and Howard, A. and Le, Q.V.",
        TITLE = "MnasNet: Platform-Aware Neural Architecture Search for Mobile",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "2815-2823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106639"}

@inproceedings{bb110257,
        AUTHOR = "Dong, X. and Yang, Y.",
        TITLE = "Searching for a Robust Neural Architecture in Four GPU Hours",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "1761-1770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106640"}

@inproceedings{bb110258,
        AUTHOR = "He, T. and Zhang, Z. and Zhang, H. and Zhang, Z.Y. and Xie, J.Y. and Li, M.",
        TITLE = "Bag of Tricks for Image Classification with Convolutional Neural
Networks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "558-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106641"}

@inproceedings{bb110259,
        AUTHOR = "Wang, X. and Kan, M. and Shan, S.G. and Chen, X.L.",
        TITLE = "Fully Learnable Group Convolution for Acceleration of Deep Neural
Networks",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "9041-9050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106642"}

@inproceedings{bb110260,
        AUTHOR = "Li, Y. and Lin, S.H. and Zhang, B.C. and Liu, J.Z. and Doermann, D. and Wu, Y. and Huang, F.Y. and Ji, R.R.",
        TITLE = "Exploiting Kernel Sparsity and Entropy for Interpretable CNN
Compression",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "2795-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106643"}

@inproceedings{bb110261,
        AUTHOR = "Zhao, R. and Hu, Y. and Dotzel, J. and De Sa, C. and Zhang, Z.",
        TITLE = "Building Efficient Deep Neural Networks With Unitary Group Convolutions",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "11295-11304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106644"}

@inproceedings{bb110262,
        AUTHOR = "Qiao, S.Y. and Lin, Z. and Zhang, J.M. and Yuille, A.L.",
        TITLE = "Neural Rejuvenation: Improving Deep Network Training by Enhancing
Computational Resource Utilization",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "61-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106645"}

@inproceedings{bb110263,
        AUTHOR = "Tagaris, T. and Sdraka, M. and Stafylopatis, A.",
        TITLE = "High-Resolution Class Activation Mapping",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4514-4518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106646"}

@inproceedings{bb110264,
        AUTHOR = "Lubana, E.S. and Dick, R.P. and Aggarwal, V. and Pradhan, P.M.",
        TITLE = "Minimalistic Image Signal Processing for Deep Learning Applications",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4165-4169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106647"}

@inproceedings{bb110265,
        AUTHOR = "Sun, L. and Yu, X.Y. and Wang, L. and Sun, J. and Inakoshi, H. and Kobayashi, K. and Kobashi, H.",
        TITLE = "Automatic Neural Network Search Method for Open Set Recognition",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4090-4094",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106648"}

@inproceedings{bb110266,
        AUTHOR = "Saha, A. and Ram, K.S. and Mukhopadhyay, J. and Das, P.P. and Patra, A.",
        TITLE = "Fitness Based Layer Rank Selection Algorithm for Accelerating CNNs by
Candecomp/Parafac (CP) Decompositions",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3402-3406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106649"}

@inproceedings{bb110267,
        AUTHOR = "Xu, D. and Lee, M.L. and Hsu, W.",
        TITLE = "Patch-Level Regularizer for Convolutional Neural Network",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3232-3236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106650"}

@inproceedings{bb110268,
        AUTHOR = "Yoshioka, K. and Lee, E. and Wong, S. and Horowitz, M.",
        TITLE = "Dataset Culling: Towards Efficient Training of Distillation-Based
Domain Specific Models",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3237-3241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106651"}

@inproceedings{bb110269,
        AUTHOR = "Kim, M. and Park, C. and Kim, S. and Hong, T. and Ro, W.W.",
        TITLE = "Efficient Dilated-Winograd Convolutional Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2711-2715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106652"}

@inproceedings{bb110270,
        AUTHOR = "Saporta, A. and Chen, Y. and Blot, M. and Cord, M.",
        TITLE = "Reve: Regularizing Deep Learning with Variational Entropy Bound",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1610-1614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106653"}

@inproceedings{bb110271,
        AUTHOR = "Banerjee, S. and Chakraborty, S.",
        TITLE = "Deepsub: A Novel Subset Selection Framework for Training Deep
Learning Architectures",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1615-1619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106654"}

@inproceedings{bb110272,
        AUTHOR = "Zhao, W. and Yi, R. and Liu, Y.",
        TITLE = "An Adaptive Filter for Deep Learning Networks on Large-Scale Point
Cloud",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1620-1624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106655"}

@inproceedings{bb110273,
        AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
        TITLE = "A Fixed-Point Quantization Technique for Convolutional Neural
Networks Based on Weight Scaling",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3836-3840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106656"}

@inproceedings{bb110274,
        AUTHOR = "Choi, Y. and Choi, J. and Moon, H. and Lee, J. and Chang, J.",
        TITLE = "Accelerating Framework for Simultaneous Optimization of Model
Architectures and Training Hyperparameters",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3831-3835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106657"}

@inproceedings{bb110275,
        AUTHOR = "Zhe, W. and Lin, J. and Chandrasekhar, V. and Girod, B.",
        TITLE = "Optimizing the Bit Allocation for Compression of Weights and
Activations of Deep Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3826-3830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106658"}

@inproceedings{bb110276,
        AUTHOR = "Lei, X. and Liu, L. and Zhou, Z. and Sun, H. and Zheng, N.",
        TITLE = "Exploring Hardware Friendly Bottleneck Architecture in CNN for
Embedded Computing Systems",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4180-4184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT106659"}

@inproceedings{bb110277,
        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#TT106660"}

@inproceedings{bb110278,
        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#TT106661"}

@inproceedings{bb110279,
        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#TT106662"}

@inproceedings{bb110280,
        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#TT106663"}

@inproceedings{bb110281,
        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#TT106664"}

@inproceedings{bb110282,
        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#TT106665"}

@inproceedings{bb110283,
        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#TT106666"}

@inproceedings{bb110284,
        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#TT106667"}

@inproceedings{bb110285,
        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#TT106668"}

@inproceedings{bb110286,
        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#TT106669"}

@inproceedings{bb110287,
        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#TT106670"}

@inproceedings{bb110288,
        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#TT106671"}

@inproceedings{bb110289,
        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#TT106672"}

@inproceedings{bb110290,
        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#TT106673"}

@inproceedings{bb110291,
        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#TT106674"}

@inproceedings{bb110292,
        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#TT106675"}

@inproceedings{bb110293,
        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#TT106676"}

@inproceedings{bb110294,
        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#TT106677"}

@inproceedings{bb110295,
        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#TT106678"}

@inproceedings{bb110296,
        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#TT106679"}

@inproceedings{bb110297,
        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#TT106680"}

@inproceedings{bb110298,
        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#TT106681"}

@inproceedings{bb110299,
        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#TT106682"}

Last update:Feb 20, 2020 at 21:34:09