@inproceedings{bb108600,
        AUTHOR = "Wei, Z. and Sun, Y. and Wang, J.Q. and Lai, H.J. and Liu, S.",
        TITLE = "Learning Adaptive Receptive Fields for Deep Image Parsing Network",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3947-3955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT104995"}

@inproceedings{bb108601,
        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#TT104996"}

@inproceedings{bb108602,
        AUTHOR = "Patrini, G. and Rozza, A. and Menon, A.K. and Nock, R. and Qu, L.Z.",
        TITLE = "Making Deep Neural Networks Robust to Label Noise:
A Loss Correction Approach",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2233-2241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT104997"}

@inproceedings{bb108603,
        AUTHOR = "Jeon, Y. 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#TT104998"}

@inproceedings{bb108604,
        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#TT104999"}

@inproceedings{bb108605,
        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#TT105000"}

@inproceedings{bb108606,
        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#TT105001"}

@inproceedings{bb108607,
        AUTHOR = "Kokkinos, I.",
        TITLE = "UberNet: Training a Universal Convolutional Neural Network for Low-,
Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5454-5463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105002"}

@inproceedings{bb108608,
        AUTHOR = "Cui, Y. and Zhou, F. and Wang, J. and Liu, X. and Lin, Y. and Belongie, S.J.",
        TITLE = "Kernel Pooling for Convolutional Neural Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3049-3058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105003"}

@inproceedings{bb108609,
        AUTHOR = "Bagherinezhad, H. and Rastegari, M. and Farhadi, A.",
        TITLE = "LCNN: Lookup-Based Convolutional Neural Network",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "860-869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105004"}

@inproceedings{bb108610,
        AUTHOR = "Juefei Xu, F. and Boddeti, V.N. and Savvides, M.",
        TITLE = "Local Binary Convolutional Neural Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4284-4293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105005"}

@inproceedings{bb108611,
        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#TT105006"}

@inproceedings{bb108612,
        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#TT105007"}

@inproceedings{bb108613,
        AUTHOR = "Liu, X. and Li, S. and Kan, M. and Shan, S. and Chen, X.",
        TITLE = "Self-Error-Correcting Convolutional Neural Network for Learning with
Noisy Labels",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105008"}

@inproceedings{bb108614,
        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#TT105009"}

@inproceedings{bb108615,
        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#TT105010"}

@inproceedings{bb108616,
        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#TT105011"}

@inproceedings{bb108617,
        AUTHOR = "Roy, A. and Todorovic, S.",
        TITLE = "Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105012"}

@inproceedings{bb108618,
        AUTHOR = "Xu, X. and Todorovic, S.",
        TITLE = "Beam search for learning a deep Convolutional Neural Network of 3D
shapes",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3506-3511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105013"}

@inproceedings{bb108619,
        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#TT105014"}

@inproceedings{bb108620,
        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#TT105015"}

@inproceedings{bb108621,
        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#TT105016"}

@inproceedings{bb108622,
        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#TT105017"}

@inproceedings{bb108623,
        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#TT105018"}

@inproceedings{bb108624,
        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#TT105019"}

@inproceedings{bb108625,
        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#TT105020"}

@inproceedings{bb108626,
        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#TT105021"}

@inproceedings{bb108627,
        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#TT105022"}

@inproceedings{bb108628,
        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#TT105023"}

@inproceedings{bb108629,
        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#TT105024"}

@inproceedings{bb108630,
        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#TT105025"}

@inproceedings{bb108631,
        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#TT105026"}

@inproceedings{bb108632,
        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#TT105027"}

@inproceedings{bb108633,
        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#TT105028"}

@inproceedings{bb108634,
        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#TT105029"}

@inproceedings{bb108635,
        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#TT105030"}

@inproceedings{bb108636,
        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#TT105031"}

@inproceedings{bb108637,
        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#TT105032"}

@inproceedings{bb108638,
        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#TT105033"}

@inproceedings{bb108639,
        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#TT105034"}

@inproceedings{bb108640,
        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#TT105035"}

@inproceedings{bb108641,
        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#TT105036"}

@inproceedings{bb108642,
        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#TT105037"}

@inproceedings{bb108643,
        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#TT105038"}

@inproceedings{bb108644,
        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#TT105039"}

@inproceedings{bb108645,
        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#TT105040"}

@inproceedings{bb108646,
        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#TT105041"}

@inproceedings{bb108647,
        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#TT105042"}

@inproceedings{bb108648,
        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#TT105043"}

@inproceedings{bb108649,
        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#TT105044"}

@inproceedings{bb108650,
        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#TT105045"}

@inproceedings{bb108651,
        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#TT105046"}

@inproceedings{bb108652,
        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#TT105047"}

@inproceedings{bb108653,
        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#TT105048"}

@inproceedings{bb108654,
        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#TT105049"}

@inproceedings{bb108655,
        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#TT105050"}

@inproceedings{bb108656,
        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#TT105051"}

@inproceedings{bb108657,
        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#TT105052"}

@inproceedings{bb108658,
        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#TT105053"}

@inproceedings{bb108659,
        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#TT105054"}

@inproceedings{bb108660,
        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#TT105055"}

@inproceedings{bb108661,
        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#TT105056"}

@inproceedings{bb108662,
        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#TT105057"}

@inproceedings{bb108663,
        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#TT105058"}

@inproceedings{bb108664,
        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#TT105059"}

@inproceedings{bb108665,
        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",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105060"}

@inproceedings{bb108666,
        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#TT105061"}

@inproceedings{bb108667,
        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#TT105062"}

@inproceedings{bb108668,
        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#TT105063"}

@inproceedings{bb108669,
        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#TT105064"}

@inproceedings{bb108670,
        AUTHOR = "Girshick, R.",
        TITLE = "Fast R-CNN",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1440-1448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT105065"}

@inproceedings{bb108671,
        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#TT105066"}

@article{bb108672,
        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#TT105067"}

@article{bb108673,
        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#TT105068"}

@article{bb108674,
        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#TT105069"}

@article{bb108675,
        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#TT105070"}

@article{bb108676,
        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#TT105071"}

@article{bb108677,
        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#TT105072"}

@article{bb108678,
        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#TT105073"}

@article{bb108679,
        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#TT105074"}

@article{bb108680,
        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#TT105075"}

@inproceedings{bb108681,
        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#TT105076"}

@article{bb108682,
        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#TT105077"}

@inproceedings{bb108683,
        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#TT105078"}

@article{bb108684,
        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#TT105079"}

@inproceedings{bb108685,
        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#TT105080"}

@article{bb108686,
        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#TT105081"}

@article{bb108687,
        AUTHOR = "Chen, S. and Zhao, Q.",
        TITLE = "Shallowing Deep Networks: Layer-Wise Pruning Based on Feature
Representations",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3048-3056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT105082"}

@inproceedings{bb108688,
        AUTHOR = "Mummadi, C.K. and Genewein, T. and Zhang, D. and Brox, T. and Fischer, V.",
        TITLE = "Group Pruning Using a Bounded-Lp Norm for Group Gating and
Regularization",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "139-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT105083"}

@inproceedings{bb108689,
        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#TT105084"}

@inproceedings{bb108690,
        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#TT105085"}

@inproceedings{bb108691,
        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#TT105086"}

@inproceedings{bb108692,
        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#TT105087"}

@inproceedings{bb108693,
        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#TT105088"}

@inproceedings{bb108694,
        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#TT105089"}

@inproceedings{bb108695,
        AUTHOR = "Wang, W.T. and Li, H.L. and Lin, W.S. and Chiang, C.M. and Tsai, Y.M.",
        TITLE = "Architecture-Aware Network Pruning for Vision Quality Applications",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2701-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT105090"}

@inproceedings{bb108696,
        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#TT105091"}

@inproceedings{bb108697,
        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#TT105092"}

@inproceedings{bb108698,
        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#TT105093"}

@inproceedings{bb108699,
        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#TT105094"}

Last update:Dec 4, 2019 at 17:24:08