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        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#TT101865"}

@inproceedings{bb105401,
        AUTHOR = "Prabhu, A. and Batchu, V. and Munagala, S.A. and Gajawada, R. and Namboodiri, A.",
        TITLE = "Distribution-Aware Binarization of Neural Networks for Sketch
Recognition",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "830-838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101866"}

@inproceedings{bb105402,
        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#TT101867"}

@inproceedings{bb105403,
        AUTHOR = "Huang, Q. and Zhou, K. and You, S. and Neumann, U.",
        TITLE = "Learning to Prune Filters in Convolutional Neural Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "709-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101868"}

@inproceedings{bb105404,
        AUTHOR = "Edwards, M. and Xie, X.H.",
        TITLE = "Graph Convolutional Neural Network",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101869"}

@inproceedings{bb105405,
        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#TT101870"}

@inproceedings{bb105406,
        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#TT101871"}

@inproceedings{bb105407,
        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#TT101872"}

@inproceedings{bb105408,
        AUTHOR = "An, W. and Wang, H. and Zhang, Y. and Dai, Q.",
        TITLE = "Exponential decay sine wave learning rate for fast deep neural
network training",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101873"}

@inproceedings{bb105409,
        AUTHOR = "Gupta, K. and Majumdar, A.",
        TITLE = "Learning autoencoders with low-rank weights",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3899-3903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101874"}

@inproceedings{bb105410,
        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#TT101875"}

@inproceedings{bb105411,
        AUTHOR = "Chadha, A. and Abbas, A. and Andreopoulos, Y.",
        TITLE = "Compressed-domain video classification with deep neural networks:
'There's way too much information to decode the matrix'",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1832-1836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101876"}

@inproceedings{bb105412,
        AUTHOR = "Bochinski, E. and Senst, T. and Sikora, T.",
        TITLE = "Hyper-parameter optimization for convolutional neural network
committees based on evolutionary algorithms",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3924-3928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101877"}

@inproceedings{bb105413,
        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#TT101878"}

@inproceedings{bb105414,
        AUTHOR = "Wang, Z. and Zhu, C. and Xia, Z. and Guo, Q. and Liu, Y.",
        TITLE = "Towards thinner convolutional neural networks through gradually
global pruning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3939-3943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101879"}

@inproceedings{bb105415,
        AUTHOR = "Yoshiyasu, Y. and Yoshida, E. and Pirk, S. and Guibas, L.",
        TITLE = "3D convolutional neural networks by modal fusion",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1777-1781",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101880"}

@inproceedings{bb105416,
        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#TT101881"}

@inproceedings{bb105417,
        AUTHOR = "Dahia, G. and Santos, M. and Segundo, M.P.",
        TITLE = "A study of CNN outside of training conditions",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3820-3824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101882"}

@inproceedings{bb105418,
        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#TT101883"}

@inproceedings{bb105419,
        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#TT101884"}

@inproceedings{bb105420,
        AUTHOR = "Cardona Escobar, A.F. and Giraldo Forero, A.F. and Castro Ospina, A.E. and Jaramillo Garzon, J.A.",
        TITLE = "Efficient Hyperparameter Optimization in Convolutional Neural Networks
by Learning Curves Prediction",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "143-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101885"}

@inproceedings{bb105421,
        AUTHOR = "Zhong, Y. and Ettinger, G.",
        TITLE = "Enlightening Deep Neural Networks with Knowledge of Confounding
Factors",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "1077-1086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101886"}

@inproceedings{bb105422,
        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#TT101887"}

@inproceedings{bb105423,
        AUTHOR = "Kolkin, N. and Shakhnarovich, G. and Shechtman, E.",
        TITLE = "Training Deep Networks to be Spatially Sensitive",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5669-5678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101888"}

@inproceedings{bb105424,
        AUTHOR = "Yu, A. and Grauman, K.",
        TITLE = "Semantic Jitter:
Dense Supervision for Visual Comparisons via Synthetic Images",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5571-5580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101889"}

@inproceedings{bb105425,
        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#TT101890"}

@inproceedings{bb105426,
        AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
        TITLE = "ThiNet:
A Filter Level Pruning Method for Deep Neural Network Compression",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5068-5076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101891"}

@inproceedings{bb105427,
        AUTHOR = "Simon, M. and Gao, Y. and Darrell, T.J. and Denzler, J. and Rodner, E.",
        TITLE = "Generalized Orderless Pooling Performs Implicit Salient Matching",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4970-4979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101892"}

@inproceedings{bb105428,
        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#TT101893"}

@inproceedings{bb105429,
        AUTHOR = "Zhang, F.H. and Wah, B.W.",
        TITLE = "Supplementary Meta-Learning:
Towards a Dynamic Model for Deep Neural Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4354-4363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101894"}

@inproceedings{bb105430,
        AUTHOR = "Morerio, P. and Cavazza, J. and Volpi, R. and Vidal, R. and Murino, V.",
        TITLE = "Curriculum Dropout",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "3564-3572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101895"}

@inproceedings{bb105431,
        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#TT101896"}

@inproceedings{bb105432,
        AUTHOR = "Kamiya, R. and Yamashita, T. and Ambai, M. and Sato, I. and Yamauchi, Y. and Fujiyoshi, H.",
        TITLE = "Binary-Decomposed DCNN for Accelerating Computation and Compressing
Model Without Retraining",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "1095-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101897"}

@inproceedings{bb105433,
        AUTHOR = "Zhangy, Y. and Ozayy, M. and Li, S. 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#TT101898"}

@inproceedings{bb105434,
        AUTHOR = "Li, Y.H. and Wang, N.Y. and Liu, J.Y. and Hou, X.D.",
        TITLE = "Factorized Bilinear Models for Image Recognition",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2098-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101899"}

@inproceedings{bb105435,
        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#TT101900"}

@inproceedings{bb105436,
        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#TT101901"}

@inproceedings{bb105437,
        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#TT101902"}

@inproceedings{bb105438,
        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#TT101903"}

@inproceedings{bb105439,
        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#TT101904"}

@inproceedings{bb105440,
        AUTHOR = "Rueda, F.M. and Grzeszick, R. and Fink, G.A.",
        TITLE = "Neuron Pruning for Compressing Deep Networks Using Maxout Architectures",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "177-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101905"}

@inproceedings{bb105441,
        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#TT101906"}

@inproceedings{bb105442,
        AUTHOR = "Kobler, E. and Klatzer, T. and Hammernik, K. and Pock, T.",
        TITLE = "Variational Networks: Connecting Variational Methods and Deep Learning",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "281-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101907"}

@inproceedings{bb105443,
        AUTHOR = "Xie, D. and Xiong, J. and Pu, S.",
        TITLE = "All You Need is Beyond a Good Init: Exploring Better Solution for
Training Extremely Deep Convolutional Neural Networks with
Orthonormality and Modulation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5075-5084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101908"}

@inproceedings{bb105444,
        AUTHOR = "Zhai, S.F. and Wu, H. and Kumar, A. and Cheng, Y. and Lu, Y.X. and Zhang, Z.F. and Feris, R.",
        TITLE = "S3Pool: Pooling with Stochastic Spatial Sampling",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4003-4011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101909"}

@inproceedings{bb105445,
        AUTHOR = "Chen, B.H. and Deng, W.H. and Du, J.P.",
        TITLE = "Noisy Softmax: Improving the Generalization Ability of DCNN via
Postponing the Early Softmax Saturation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4021-4030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652imnn1.html#TT101910"}

@inproceedings{bb105446,
        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#TT101911"}

@inproceedings{bb105447,
        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#TT101912"}

@inproceedings{bb105448,
        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#TT101913"}

@inproceedings{bb105449,
        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#TT101914"}

@inproceedings{bb105450,
        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#TT101915"}

@inproceedings{bb105451,
        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#TT101916"}

@inproceedings{bb105452,
        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#TT101917"}

@inproceedings{bb105453,
        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#TT101918"}

@inproceedings{bb105454,
        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#TT101919"}

@inproceedings{bb105455,
        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#TT101920"}

@inproceedings{bb105456,
        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#TT101921"}

@inproceedings{bb105457,
        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#TT101922"}

@inproceedings{bb105458,
        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#TT101923"}

@inproceedings{bb105459,
        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#TT101924"}

@inproceedings{bb105460,
        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#TT101925"}

@inproceedings{bb105461,
        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#TT101926"}

@inproceedings{bb105462,
        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#TT101927"}

@inproceedings{bb105463,
        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",
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@inproceedings{bb105464,
        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#TT101929"}

@inproceedings{bb105465,
        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#TT101930"}

@inproceedings{bb105466,
        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#TT101931"}

@inproceedings{bb105467,
        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#TT101932"}

@inproceedings{bb105468,
        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#TT101933"}

@inproceedings{bb105469,
        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#TT101934"}

@inproceedings{bb105470,
        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#TT101935"}

@inproceedings{bb105471,
        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#TT101936"}

@inproceedings{bb105472,
        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#TT101937"}

@inproceedings{bb105473,
        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#TT101938"}

@inproceedings{bb105474,
        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#TT101939"}

@inproceedings{bb105475,
        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#TT101940"}

@inproceedings{bb105476,
        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#TT101941"}

@inproceedings{bb105477,
        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#TT101942"}

@inproceedings{bb105478,
        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#TT101943"}

@inproceedings{bb105479,
        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#TT101944"}

@inproceedings{bb105480,
        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#TT101945"}

@inproceedings{bb105481,
        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#TT101946"}

@inproceedings{bb105482,
        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#TT101947"}

@inproceedings{bb105483,
        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#TT101948"}

@inproceedings{bb105484,
        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#TT101949"}

@inproceedings{bb105485,
        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#TT101950"}

@inproceedings{bb105486,
        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#TT101951"}

@inproceedings{bb105487,
        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#TT101952"}

@inproceedings{bb105488,
        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#TT101953"}

@inproceedings{bb105489,
        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#TT101954"}

@inproceedings{bb105490,
        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#TT101955"}

@inproceedings{bb105491,
        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#TT101956"}

@inproceedings{bb105492,
        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#TT101957"}

@inproceedings{bb105493,
        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#TT101958"}

@inproceedings{bb105494,
        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#TT101959"}

@inproceedings{bb105495,
        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#TT101960"}

@inproceedings{bb105496,
        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#TT101961"}

@inproceedings{bb105497,
        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#TT101962"}

@inproceedings{bb105498,
        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#TT101963"}

@inproceedings{bb105499,
        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#TT101964"}

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