@inproceedings{bb121100,
        AUTHOR = "Son, S.H. and Nah, S.J. and Lee, K.M.",
        TITLE = "Clustering Convolutional Kernels to Compress Deep Neural Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 225-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117329"}

@inproceedings{bb121101,
        AUTHOR = "Chen, C.G. and Tung, F. and Vedula, N. and Mori, G.",
        TITLE = "Constraint-Aware Deep Neural Network Compression",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 409-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117330"}

@inproceedings{bb121102,
        AUTHOR = "Zhang, D.Q. and Yang, J.L. and Ye, D.Q. and Hua, G.",
        TITLE = "LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep
Neural Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 373-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117331"}

@inproceedings{bb121103,
        AUTHOR = "He, Y.H. and Lin, J. and Liu, Z.J. and Wang, H. and Li, L.J. and Han, S.",
        TITLE = "AMC: AutoML for Model Compression and Acceleration on Mobile Devices",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 815-832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117332"}

@inproceedings{bb121104,
        AUTHOR = "Data, G.W.P. and Ngu, K. and Murray, D.W. and Prisacariu, V.A.",
        TITLE = "Interpolating Convolutional Neural Networks Using Batch Normalization",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIII: 591-606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117333"}

@inproceedings{bb121105,
        AUTHOR = "Zhao, H.S. and Zhang, Y. and Liu, S. and Shi, J.P. and Loy, C.C. and Lin, D. and Jia, J.Y.",
        TITLE = "PSANet: Point-wise Spatial Attention Network for Scene Parsing",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "IX: 270-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117334"}

@inproceedings{bb121106,
        AUTHOR = "Wu, J.L. and Li, D. and Yang, Y. and Bajaj, C. and Ji, X.Y.",
        TITLE = "Dynamic Filtering with Large Sampling Field for ConvNets",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 188-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117335"}

@inproceedings{bb121107,
        AUTHOR = "Yang, T.J. and Howard, A. and Chen, B. and Zhang, X. and Go, A. and Sandler, M. and Sze, V. and Adam, H.",
        TITLE = "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile
Applications",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 289-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117336"}

@inproceedings{bb121108,
        AUTHOR = "Dong, J.D. and Cheng, A.C. and Juan, D.C. and Wei, W. and Sun, M.",
        TITLE = "DPP-Net: Device-Aware Progressive Search for Pareto-Optimal Neural
Architectures",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 540-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117337"}

@inproceedings{bb121109,
        AUTHOR = "Decenciere, E. and Velasco Forero, S. and Min, F. and Chen, J. and Burdin, H. and Gauthier, G. and Bornschloegl, B.L.T. and Baldeweck, T.",
        TITLE = "Dealing with Topological Information Within a Fully Convolutional
Neural Network",
        BOOKTITLE = ACIVS18,
        YEAR = "2018",
        PAGES = "462-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117338"}

@inproceedings{bb121110,
        AUTHOR = "Kim, H.J. and Frahm, J.M.",
        TITLE = "Hierarchy of Alternating Specialists for Scene Recognition",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 471-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117339"}

@inproceedings{bb121111,
        AUTHOR = "Jayaraman, P.K. and Mei, J.H. and Cai, J.F. and Zheng, J.M.",
        TITLE = "Quadtree Convolutional Neural Networks",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VI: 554-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117340"}

@inproceedings{bb121112,
        AUTHOR = "Kenning, M.P. and Xie, X.H. and Edwards, M. and Deng, J.J.",
        TITLE = "Local Representation Learning with A Convolutional Autoencoder",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3239-3243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117341"}

@inproceedings{bb121113,
        AUTHOR = "Zhang, J.Y. and Jia, K.G. and Yang, P.S. and Qiao, F. and Wei, Q. and Liu, X.J. and Yang, H.Z.",
        TITLE = "MINTIN: Maxout-Based and Input-Normalized Transformation Invariant
Neural Network",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3014-3018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117342"}

@inproceedings{bb121114,
        AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
        TITLE = "Gradient Based Evolution to Optimize the Structure of Convolutional
Neural Networks",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3438-3442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117343"}

@inproceedings{bb121115,
        AUTHOR = "Nousi, P. and Patsiouras, E. and Tefas, A. and Pitas, I.",
        TITLE = "Convolutional Neural Networks for Visual Information Analysis with
Limited Computing Resources",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "321-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117344"}

@inproceedings{bb121116,
        AUTHOR = "Gui, L.Y. and Gui, L. and Wang, Y.X. and Morency, L.P. and Moura, J.M.F.",
        TITLE = "Factorized Convolutional Networks:
Unsupervised Fine-Tuning for Image Clustering",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1205-1214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117345"}

@inproceedings{bb121117,
        AUTHOR = "Follmann, P. and Bottger, T.",
        TITLE = "A Rotationally-Invariant Convolution Module by Feature Map
Back-Rotation",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "784-792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117346"}

@inproceedings{bb121118,
        AUTHOR = "Guo, Y.M. and Lew, M.S.",
        TITLE = "Bag of Surrogate Parts: one inherent feature of deep CNNs",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117347"}

@inproceedings{bb121119,
        AUTHOR = "Zhao, S.W. and Zhao, Z.C. and Su, F.",
        TITLE = "Gram matrix based representation for image retrieval",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117348"}

@inproceedings{bb121120,
        AUTHOR = "Yim, J. and Sohn, K.A.",
        TITLE = "Enhancing the Performance of Convolutional Neural Networks on Quality
Degraded Datasets",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117349"}

@inproceedings{bb121121,
        AUTHOR = "Huang, M.Y. and Lai, C.H. and Chen, S.H.",
        TITLE = "Fast and accurate image recognition using Deeply-Fused Branchy
Networks",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2876-2880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117350"}

@inproceedings{bb121122,
        AUTHOR = "Dominguez, M. and Such, F.P. and Sah, S. and Ptucha, R.",
        TITLE = "Towards 3D convolutional neural networks with meshes",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3929-3933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117351"}

@inproceedings{bb121123,
        AUTHOR = "Yoshiyasu, Y. and Yoshida, E. and Pirk, S. and Guibas, L.J.",
        TITLE = "3D convolutional neural networks by modal fusion",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1777-1781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117352"}

@inproceedings{bb121124,
        AUTHOR = "Pasupuleti, S.K. and Miniskar, N.R. and Rajagopal, V. and Gadde, R.N.",
        TITLE = "A novel method to regenerate an optimal CNN by exploiting redundancy
patterns in the network",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4407-4411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117353"}

@inproceedings{bb121125,
        AUTHOR = "Jeon, S.R. and Kim, S.R. and Sohn, K.H.",
        TITLE = "Convolutional feature pyramid fusion via attention network",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1007-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117354"}

@inproceedings{bb121126,
        AUTHOR = "Ishii, M. and Sato, A.",
        TITLE = "Layer-Wise Weight Decay for Deep Neural Networks",
        BOOKTITLE = PSIVT17,
        YEAR = "2017",
        PAGES = "276-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117355"}

@inproceedings{bb121127,
        AUTHOR = "Gupta, A. and Duggal, R.",
        TITLE = "P-TELU: Parametric Tan Hyperbolic Linear Unit Activation for Deep
Neural Networks",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "974-978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117356"}

@inproceedings{bb121128,
        AUTHOR = "Marcos, D. and Volpi, M. and Komodakis, N. and Tuia, D.",
        TITLE = "Rotation Equivariant Vector Field Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5058-5067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117357"}

@inproceedings{bb121129,
        AUTHOR = "Zhang, T. and Qi, G.J. and Xiao, B. and Wang, J.D.",
        TITLE = "Interleaved Group Convolutions",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4383-4392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117358"}

@inproceedings{bb121130,
        AUTHOR = "Wang, G. and Xie, X. and Lai, J. and Zhuo, J.",
        TITLE = "Deep Growing Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2831-2839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117359"}

@inproceedings{bb121131,
        AUTHOR = "Zhang, Y. and Ozay, M. and Li, S.H. and Okatani, T.",
        TITLE = "Truncating Wide Networks Using Binary Tree Architectures",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2116-2124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117360"}

@inproceedings{bb121132,
        AUTHOR = "Wang, Y. and Xie, L.X. and Liu, C.X. and Qiao, S.Y. and Zhang, Y. and Zhang, W.J. and Tian, Q. and Yuille, A.L.",
        TITLE = "SORT: Second-Order Response Transform for Visual Recognition",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1368-1377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117361"}

@inproceedings{bb121133,
        AUTHOR = "Dai, J.F. and Qi, H.Z. and Xiong, Y. and Li, Y. and Zhang, G.D. and Hu, H. and Wei, Y.C.",
        TITLE = "Deformable Convolutional Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "764-773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117362"}

@inproceedings{bb121134,
        AUTHOR = "Wen, W. and Xu, C. and Wu, C. and Wang, Y. and Chen, Y. and Li, H.",
        TITLE = "Coordinating Filters for Faster Deep Neural Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "658-666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117363"}

@inproceedings{bb121135,
        AUTHOR = "Osherov, E. and Lindenbaum, M.",
        TITLE = "Increasing CNN Robustness to Occlusions by Reducing Filter Support",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "550-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117364"}

@inproceedings{bb121136,
        AUTHOR = "Cecconi, L. and Smets, S. and Benini, L. and Verhelst, M.",
        TITLE = "Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "89-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117365"}

@inproceedings{bb121137,
        AUTHOR = "Ceruti, C. and Campadelli, P. and Casiraghi, E.",
        TITLE = "Linear Regularized Compression of Deep Convolutional Neural Networks",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:244-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117366"}

@inproceedings{bb121138,
        AUTHOR = "Wang, P.S. and Cheng, J.",
        TITLE = "Fixed-Point Factorized Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3966-3974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117367"}

@inproceedings{bb121139,
        AUTHOR = "Jeon, Y.H. and Kim, J.",
        TITLE = "Active Convolution:
Learning the Shape of Convolution for Image Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1846-1854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117368"}

@inproceedings{bb121140,
        AUTHOR = "Chollet, F.",
        TITLE = "Xception: Deep Learning with Depthwise Separable Convolutions",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1800-1807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117369"}

@inproceedings{bb121141,
        AUTHOR = "Zamir, A.R. and Wu, T.L. and Sun, L. and Shen, W.B. and Shi, B.E. and Malik, J. and Savarese, S.",
        TITLE = "Feedback Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "1808-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117370"}

@inproceedings{bb121142,
        AUTHOR = "Harley, A.W. and Derpanis, K.G. and Kokkinos, I.",
        TITLE = "Segmentation-Aware Convolutional Networks Using Local Attention Masks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5048-5057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117371"}

@inproceedings{bb121143,
        AUTHOR = "Juefei Xu, F. and Savvides, M.",
        TITLE = "Learning to Invert Local Binary Patterns",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117372"}

@inproceedings{bb121144,
        AUTHOR = "Kossaifi, J. and Khanna, A. and Lipton, Z. and Furlanello, T. and Anandkumar, A.",
        TITLE = "Tensor Contraction Layers for Parsimonious Deep Nets",
        BOOKTITLE = Tensor17,
        YEAR = "2017",
        PAGES = "1940-1946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117373"}

@inproceedings{bb121145,
        AUTHOR = "Araujo, T. and Aresta, G. and Almada Lobo, B. and Mendonca, A.M. and Campilho, A.",
        TITLE = "Improving Convolutional Neural Network Design via Variable Neighborhood
Search",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "371-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117374"}

@inproceedings{bb121146,
        AUTHOR = "Ibrahim, A. and Abbott, A.L. and Hussein, M.E.",
        TITLE = "Input Fast-Forwarding for Better Deep Learning",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "363-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117375"}

@inproceedings{bb121147,
        AUTHOR = "Hernandez, G. and Zamora, E. and Sossa, H.",
        TITLE = "Comparing Deep and Dendrite Neural Networks: A Case Study",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "32-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT117376"}

@inproceedings{bb121148,
        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#TT117377"}

@inproceedings{bb121149,
        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#TT117378"}

@inproceedings{bb121150,
        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#TT117379"}

@inproceedings{bb121151,
        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#TT117380"}

@inproceedings{bb121152,
        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#TT117381"}

@inproceedings{bb121153,
        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#TT117382"}

@inproceedings{bb121154,
        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#TT117383"}

@inproceedings{bb121155,
        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#TT117384"}

@inproceedings{bb121156,
        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#TT117385"}

@inproceedings{bb121157,
        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#TT117386"}

@inproceedings{bb121158,
        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#TT117387"}

@inproceedings{bb121159,
        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#TT117388"}

@inproceedings{bb121160,
        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#TT117389"}

@inproceedings{bb121161,
        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#TT117390"}

@inproceedings{bb121162,
        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#TT117391"}

@inproceedings{bb121163,
        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#TT117392"}

@inproceedings{bb121164,
        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#TT117393"}

@inproceedings{bb121165,
        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#TT117394"}

@inproceedings{bb121166,
        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#TT117395"}

@inproceedings{bb121167,
        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#TT117396"}

@inproceedings{bb121168,
        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#TT117397"}

@inproceedings{bb121169,
        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#TT117398"}

@inproceedings{bb121170,
        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#TT117399"}

@inproceedings{bb121171,
        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#TT117400"}

@inproceedings{bb121172,
        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#TT117401"}

@inproceedings{bb121173,
        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#TT117402"}

@inproceedings{bb121174,
        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#TT117403"}

@inproceedings{bb121175,
        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#TT117404"}

@inproceedings{bb121176,
        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#TT117405"}

@inproceedings{bb121177,
        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#TT117406"}

@inproceedings{bb121178,
        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#TT117407"}

@inproceedings{bb121179,
        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#TT117408"}

@inproceedings{bb121180,
        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#TT117409"}

@inproceedings{bb121181,
        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#TT117410"}

@inproceedings{bb121182,
        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#TT117411"}

@inproceedings{bb121183,
        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#TT117412"}

@article{bb121184,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "Deep Supervised and Contractive Neural Network for SAR Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2442-2459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117413"}

@article{bb121185,
        AUTHOR = "Geng, J. and Wang, H. and Fan, J. and Ma, X.",
        TITLE = "SAR Image Classification via Deep Recurrent Encoding Neural Networks",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2255-2269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117414"}

@article{bb121186,
        AUTHOR = "Zhang, Z. and Wang, H. and Xu, F. and Jin, Y.Q.",
        TITLE = "Complex-Valued Convolutional Neural Network and Its Application in
Polarimetric SAR Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7177-7188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117415"}

@article{bb121187,
        AUTHOR = "Cheng, Y. and Wang, D. and Zhou, P. and Zhang, T.",
        TITLE = "Model Compression and Acceleration for Deep Neural Networks:
The Principles, Progress, and Challenges",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "126-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117416"}

@article{bb121188,
        AUTHOR = "Liang, P. and Shi, W.Z. and Zhang, X.K.",
        TITLE = "Remote Sensing Image Classification Based on Stacked Denoising
Autoencoder",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117417"}

@article{bb121189,
        AUTHOR = "Li, X. and Jie, Z. and Feng, J. and Liu, C.S. and Yan, S.C.",
        TITLE = "Learning with rethinking: Recurrently improving convolutional neural
networks through feedback",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "183-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117418"}

@article{bb121190,
        AUTHOR = "Yang, Y. and Wu, Q.M.J. and Feng, X. and Akilan, T.",
        TITLE = "Recomputation of the Dense Layers for Performance Improvement of DCNN",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2912-2925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117419"}

@article{bb121191,
        AUTHOR = "Yin, P. and Zhang, S. and Lyu, J. and Osher, S. and Qi, Y. and Xin, J.",
        TITLE = "BinaryRelax: A Relaxation Approach for Training Deep Neural Networks
with Quantized Weights",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2205-2223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117420"}

@article{bb121192,
        AUTHOR = "Zhang, C.L. and Wu, J.X.",
        TITLE = "Improving CNN linear layers with power mean non-linearity",
        JOURNAL = PR,
        VOLUME = "89",
        YEAR = "2019",
        PAGES = "12-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117421"}

@article{bb121193,
        AUTHOR = "Cruz, L. and Tous, R. and Otero, B.",
        TITLE = "Distributed training of deep neural networks with spark:
The MareNostrum experience",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "174-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117422"}

@article{bb121194,
        AUTHOR = "Sourati, J. and Gholipour, A. and Dy, J.G. and Tomas Fernandez, X. and Kurugol, S. and Warfield, S.K.",
        TITLE = "Intelligent Labeling Based on Fisher Information for Medical Image
Segmentation Using Deep Learning",
        JOURNAL = MedImg,
        VOLUME = "38",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2642-2653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117423"}

@article{bb121195,
        AUTHOR = "Liang, J.X. and Xu, Y. and Bao, C.L. and Quan, Y. and Ji, H.",
        TITLE = "Barzilai-Borwein-based adaptive learning rate for deep learning",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "197-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117424"}

@article{bb121196,
        AUTHOR = "Chun, I.Y. and Fessler, J.A.",
        TITLE = "Convolutional Analysis Operator Learning:
Acceleration and Convergence",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "2108-2122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117425"}

@article{bb121197,
        AUTHOR = "Zhang, R. and Tang, S. and Zhang, Y.D. and Li, J.T. and Yan, S.C.",
        TITLE = "Perspective-Adaptive Convolutions for Scene Parsing",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "909-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117426"}

@article{bb121198,
        AUTHOR = "Tu, S.S. and ur Rehman, S. and Waqas, M. and ur Rehman, O. and Yang, Z.L. and Ahmad, B. and Halim, Z. and Zhao, W.",
        TITLE = "Optimisation-based training of evolutionary convolution neural network
for visual classification applications",
        JOURNAL = IET-CV,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "259-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117427"}

@inproceedings{bb121199,
        AUTHOR = "Lu, Z. and Deb, K. and Naresh Boddeti, V.",
        TITLE = "MUXConv: Information Multiplexing in Convolutional Neural Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12041-12050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652trcnn2.html#TT117428"}