@inproceedings{bb108100,
        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#TT104515"}

@inproceedings{bb108101,
        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#TT104516"}

@inproceedings{bb108102,
        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#TT104517"}

@inproceedings{bb108103,
        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#TT104518"}

@inproceedings{bb108104,
        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#TT104519"}

@inproceedings{bb108105,
        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#TT104520"}

@inproceedings{bb108106,
        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#TT104521"}

@inproceedings{bb108107,
        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#TT104522"}

@inproceedings{bb108108,
        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#TT104523"}

@inproceedings{bb108109,
        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#TT104524"}

@inproceedings{bb108110,
        AUTHOR = "Zhang, Y. and Wang, H. and Luo, Y. and Yu, L. and Hu, H. and Shan, H. and Quek, T.Q.S.",
        TITLE = "Three-Dimensional Convolutional Neural Network Pruning with
Regularization-Based Method",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4270-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104525"}

@inproceedings{bb108111,
        AUTHOR = "Hu, Y. and Li, J. and Long, X. and Hu, S. and Zhu, J. and Wang, X. and Gu, Q.",
        TITLE = "Cluster Regularized Quantization for Deep Networks Compression",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "914-918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104526"}

@inproceedings{bb108112,
        AUTHOR = "Hu, Y. and Sun, S. and Li, J. and Zhu, J. and Wang, X. and Gu, Q.",
        TITLE = "Multi-Loss-Aware Channel Pruning of Deep Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "889-893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104527"}

@inproceedings{bb108113,
        AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
        TITLE = "A Fixed-Point Quantization Technique for Convolutional Neural
Networks Based on Weight Scaling",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3836-3840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104528"}

@inproceedings{bb108114,
        AUTHOR = "Choi, Y. and Choi, J. and Moon, H. and Lee, J. and Chang, J.",
        TITLE = "Accelerating Framework for Simultaneous Optimization of Model
Architectures and Training Hyperparameters",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3831-3835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104529"}

@inproceedings{bb108115,
        AUTHOR = "Zhe, W. and Lin, J. and Chandrasekhar, V. and Girod, B.",
        TITLE = "Optimizing the Bit Allocation for Compression of Weights and
Activations of Deep Neural Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3826-3830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104530"}

@inproceedings{bb108116,
        AUTHOR = "Lei, X. and Liu, L. and Zhou, Z. and Sun, H. and Zheng, N.",
        TITLE = "Exploring Hardware Friendly Bottleneck Architecture in CNN for
Embedded Computing Systems",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4180-4184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104531"}

@inproceedings{bb108117,
        AUTHOR = "Geng, X. and Lin, J. and Zhao, B. and Kong, A. and Aly, M.M.S. and Chandrasekhar, V.",
        TITLE = "Hardware-Aware Softmax Approximation for Deep Neural Networks",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:107-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104532"}

@inproceedings{bb108118,
        AUTHOR = "Chen, W.C. and Chang, C.C. and Lee, C.R.",
        TITLE = "Knowledge Distillation with Feature Maps for Image Classification",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "III:200-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104533"}

@inproceedings{bb108119,
        AUTHOR = "Groh, F. and Wieschollek, P. and Lensch, H.P.A.",
        TITLE = "Flex-Convolution",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:105-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104534"}

@inproceedings{bb108120,
        AUTHOR = "Yang, L. and Song, Q. and Li, Z.X. and Wu, Y.Q. and Li, X.J. and Hu, M.J.",
        TITLE = "Cross Connected Network for Efficient Image Recognition",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:56-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104535"}

@inproceedings{bb108121,
        AUTHOR = "Ignatov, A. and Timofte, R. and Chou, W. and Wang, K. and Wu, M. and Van Gool, T.H.L.J.",
        TITLE = "AI Benchmark: Running Deep Neural Networks on Android Smartphones",
        BOOKTITLE = PerceptualRest18,
        YEAR = "2018",
        PAGES = "V:288-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104536"}

@inproceedings{bb108122,
        AUTHOR = "Li, X. and Zhang, S. and Jiang, B. and Qi, Y. and Chuah, M.C. and Bi, N.",
        TITLE = "DAC: Data-Free Automatic Acceleration of Convolutional Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1598-1606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104537"}

@inproceedings{bb108123,
        AUTHOR = "He, Y. and Liu, X. and Zhong, H. and Ma, Y.",
        TITLE = "AddressNet: Shift-Based Primitives for Efficient Convolutional Neural
Networks",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1213-1222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104538"}

@inproceedings{bb108124,
        AUTHOR = "Singh, P. and Kadi, V.S.R. and Verma, N. and Namboodiri, V.P.",
        TITLE = "Stability Based Filter Pruning for Accelerating Deep CNNs",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1166-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104539"}

@inproceedings{bb108125,
        AUTHOR = "He, Z.Z. and Gong, B.Q. and Fan, D.L.",
        TITLE = "Optimize Deep Convolutional Neural Network with Ternarized Weights
and High Accuracy",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "913-921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104540"}

@inproceedings{bb108126,
        AUTHOR = "Bicici, U.C. and Keskin, C. and Akarun, L.",
        TITLE = "Conditional Information Gain Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1390-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104541"}

@inproceedings{bb108127,
        AUTHOR = "Aldana, R. and Campos Macias, L. and Zamora, J. and Gomez Gutierrez, D. and Cruz, A.",
        TITLE = "Dynamic Learning Rate for Neural Networks:
A Fixed-Time Stability Approach",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1378-1383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104542"}

@inproceedings{bb108128,
        AUTHOR = "Kung, H.T. and McDanel, B. and Zhang, S.Q.",
        TITLE = "Adaptive Tiling: Applying Fixed-size Systolic Arrays To Sparse
Convolutional Neural Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1006-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104543"}

@inproceedings{bb108129,
        AUTHOR = "Grelsson, B. and Felsberg, M.",
        TITLE = "Improved Learning in Convolutional Neural Networks with Shifted
Exponential Linear Units (ShELUs)",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "517-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104544"}

@inproceedings{bb108130,
        AUTHOR = "Zheng, W. and Zhang, Z.",
        TITLE = "Accelerating the Classification of Very Deep Convolutional Network by
A Cascading Approach",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "355-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104545"}

@inproceedings{bb108131,
        AUTHOR = "Manessi, F. and Rozza, A. and Bianco, S. and Napoletano, P. and Schettini, R.",
        TITLE = "Automated Pruning for Deep Neural Network Compression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "657-664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104546"}

@inproceedings{bb108132,
        AUTHOR = "Zhong, G. and Yao, H. and Zhou, H.",
        TITLE = "Merging Neurons for Structure Compression of Deep Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1462-1467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104547"}

@inproceedings{bb108133,
        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#TT104548"}

@inproceedings{bb108134,
        AUTHOR = "Bhowmik, P. and Pantho, M.J.H. and Asadinia, M. and Bobda, C.",
        TITLE = "Design of a Reconfigurable 3D Pixel-Parallel Neuromorphic
Architecture for Smart Image Sensor",
        BOOKTITLE = ECVW18,
        YEAR = "2018",
        PAGES = "786-7868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104549"}

@inproceedings{bb108135,
        AUTHOR = "Aggarwal, V. and Wang, W.L. and Eriksson, B. and Sun, Y.F. and Wan, W.Q.",
        TITLE = "Wide Compression: Tensor Ring Nets",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9329-9338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104550"}

@inproceedings{bb108136,
        AUTHOR = "Saeedan, F. and Weber, N. and Goesele, M. and Roth, S.",
        TITLE = "Detail-Preserving Pooling in Deep Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9108-9116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104551"}

@inproceedings{bb108137,
        AUTHOR = "Yu, R. and Li, A. and Chen, C. and Lai, J. and Morariu, V.I. and Han, X. and Gao, M. and Lin, C. and Davis, L.S.",
        TITLE = "NISP: Pruning Networks Using Neuron Importance Score Propagation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9194-9203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104552"}

@inproceedings{bb108138,
        AUTHOR = "Ren, M. and Pokrovsky, A. and Yang, B. and Urtasun, R.",
        TITLE = "SBNet: Sparse Blocks Network for Fast Inference",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8711-8720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104553"}

@inproceedings{bb108139,
        AUTHOR = "Xie, G.T. and Wang, J.D. and Zhang, T. and Lai, J.H. and Hong, R. and Qi, G.J.",
        TITLE = "Interleaved Structured Sparse Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8847-8856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104554"}

@inproceedings{bb108140,
        AUTHOR = "Kim, E. and Ahn, C. and Oh, S.",
        TITLE = "NestedNet: Learning Nested Sparse Structures in Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8669-8678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104555"}

@inproceedings{bb108141,
        AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
        TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8532-8541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104556"}

@inproceedings{bb108142,
        AUTHOR = "Tung, F. and Mori, G.",
        TITLE = "CLIP-Q: Deep Network Compression Learning by In-parallel
Pruning-Quantization",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7873-7882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104557"}

@inproceedings{bb108143,
        AUTHOR = "Bulo, S.R. and Porzi, L. and Kontschieder, P.",
        TITLE = "In-place Activated BatchNorm for Memory-Optimized Training of DNNs",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5639-5647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104558"}

@inproceedings{bb108144,
        AUTHOR = "Ma, W. and Wu, Y. and Wang, Z. and Wang, G.",
        TITLE = "MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for
Efficient Object Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2510-2515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104559"}

@inproceedings{bb108145,
        AUTHOR = "Zhang, D.",
        TITLE = "clcNet: Improving the Efficiency of Convolutional Neural Network
Using Channel Local Convolutions",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7912-7919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104560"}

@inproceedings{bb108146,
        AUTHOR = "Zhuang, B. and Shen, C. and Tan, M. and Liu, L. and Reid, I.D.",
        TITLE = "Towards Effective Low-Bitwidth Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7920-7928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104561"}

@inproceedings{bb108147,
        AUTHOR = "Kuen, J. and Kong, X. and Lin, Z. and Wang, G. and Yin, J. and See, S. and Tan, Y.",
        TITLE = "Stochastic Downsampling for Cost-Adjustable Inference and Improved
Regularization in Convolutional Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7929-7938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104562"}

@inproceedings{bb108148,
        AUTHOR = "Shazeer, N. and Fatahalian, K. and Mark, W.R. and Mullapudi, R.T.",
        TITLE = "HydraNets: Specialized Dynamic Architectures for Efficient Inference",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8080-8089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104563"}

@inproceedings{bb108149,
        AUTHOR = "Rebuffi, S. and Vedaldi, A. and Bilen, H.",
        TITLE = "Efficient Parametrization of Multi-domain Deep Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8119-8127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104564"}

@inproceedings{bb108150,
        AUTHOR = "Cao, S. and Liu, Y.Z. and Zhou, C.X. and Sun, Q.S. and Pongsak, L.S. and Shen, S.M.",
        TITLE = "ThinNet: An Efficient Convolutional Neural Network for Object
Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "836-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104565"}

@inproceedings{bb108151,
        AUTHOR = "Kobayashi, T.",
        TITLE = "Analyzing Filters Toward Efficient ConvNet",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5619-5628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104566"}

@inproceedings{bb108152,
        AUTHOR = "Chou, Y. and Chan, Y. and Lee, J. and Chiu, C. and Chen, C.",
        TITLE = "Merging Deep Neural Networks for Mobile Devices",
        BOOKTITLE = EfficientDeep18,
        YEAR = "2018",
        PAGES = "1767-17678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104567"}

@inproceedings{bb108153,
        AUTHOR = "Zhang, Q. and Zhang, M. and Wang, M. and Sui, W. and Meng, C. and Yang, J. and Kong, W. and Cui, X. and Lin, W.",
        TITLE = "Efficient Deep Learning Inference Based on Model Compression",
        BOOKTITLE = EfficientDeep18,
        YEAR = "2018",
        PAGES = "1776-17767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104568"}

@inproceedings{bb108154,
        AUTHOR = "Faraone, J. and Fraser, N. and Blott, M. and Leong, P.H.W.",
        TITLE = "SYQ: Learning Symmetric Quantization for Efficient Deep Neural
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4300-4309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104569"}

@inproceedings{bb108155,
        AUTHOR = "Ma, N.N. and Zhang, X.Y. and Zheng, H.T. and Sun, J.",
        TITLE = "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture
Design",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIV: 122-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104570"}

@inproceedings{bb108156,
        AUTHOR = "Zhang, X.Y. and Zhou, X. and Lin, M. and Sun, J.",
        TITLE = "ShuffleNet: An Extremely Efficient Convolutional Neural Network for
Mobile Devices",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6848-6856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104571"}

@inproceedings{bb108157,
        AUTHOR = "Prabhu, A. and Varma, G. and Namboodiri, A.",
        TITLE = "Deep Expander Networks: Efficient Deep Networks from Graph Theory",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIII: 20-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104572"}

@inproceedings{bb108158,
        AUTHOR = "Freeman, I. and Roese Koerner, L. and Kummert, A.",
        TITLE = "Effnet: An Efficient Structure for Convolutional Neural Networks",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "6-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104573"}

@inproceedings{bb108159,
        AUTHOR = "Zhou, Z. and Zhou, W. and Li, H. and Hong, R.",
        TITLE = "Online Filter Clustering and Pruning for Efficient Convnets",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "11-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104574"}

@inproceedings{bb108160,
        AUTHOR = "Elordi, U. and Unzueta, L. and Arganda Carreras, I. and Otaegui, O.",
        TITLE = "How Can Deep Neural Networks Be Generated Efficiently for Devices with
Limited Resources?",
        BOOKTITLE = AMDO18,
        YEAR = "2018",
        PAGES = "24-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104575"}

@inproceedings{bb108161,
        AUTHOR = "Prabhu, A. and Batchu, V. and Gajawada, R. and Munagala, S.A. and Namboodiri, A.",
        TITLE = "Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and
Memory",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "821-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104576"}

@inproceedings{bb108162,
        AUTHOR = "Lee, T.K. and Baddar, W.J. and Kim, S.T. and Ro, Y.M.",
        TITLE = "Convolution with Logarithmic Filter Groups for Efficient Shallow CNN",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:117-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104577"}

@inproceedings{bb108163,
        AUTHOR = "Veniat, T. and Denoyer, L.",
        TITLE = "Learning Time/Memory-Efficient Deep Architectures with Budgeted Super
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3492-3500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104578"}

@inproceedings{bb108164,
        AUTHOR = "Huang, G. and Liu, Z. and van der Maaten, L. and Weinberger, K.Q.",
        TITLE = "Densely Connected Convolutional Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2261-2269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104579"}

@inproceedings{bb108165,
        AUTHOR = "Huang, G. and Sun, Y. and Liu, Z. and Sedra, D. and Weinberger, K.Q.",
        TITLE = "Deep Networks with Stochastic Depth",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 646-661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104580"}

@inproceedings{bb108166,
        AUTHOR = "Huang, G. and Liu, S.C. and van der Maaten, L. and Weinberger, K.Q.",
        TITLE = "CondenseNet: An Efficient DenseNet Using Learned Group Convolutions",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "2752-2761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104581"}

@inproceedings{bb108167,
        AUTHOR = "Zhao, G. and Zhang, Z. and Guan, H. and Tang, P. and Wang, J.",
        TITLE = "Rethinking ReLU to Train Better CNNs",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "603-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104582"}

@inproceedings{bb108168,
        AUTHOR = "Chan, M. and Scarafoni, D. and Duarte, R. and Thornton, J. and Skelly, L.",
        TITLE = "Learning Network Architectures of Deep CNNs Under Resource
Constraints",
        BOOKTITLE = EfficientDeep18,
        YEAR = "2018",
        PAGES = "1784-17847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104583"}

@inproceedings{bb108169,
        AUTHOR = "Kuen, J. and Kong, X.F. and Wang, G. and Tan, Y.P.",
        TITLE = "DelugeNets: Deep Networks with Efficient and Flexible Cross-Layer
Information Inflows",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "958-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104584"}

@inproceedings{bb108170,
        AUTHOR = "Singh, A. and Kingsbury, N.G.",
        TITLE = "Efficient Convolutional Network Learning Using Parametric Log Based
Dual-Tree Wavelet ScatterNet",
        BOOKTITLE = CEFR-LCV17,
        YEAR = "2017",
        PAGES = "1140-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104585"}

@inproceedings{bb108171,
        AUTHOR = "Liu, Z. and Li, J. and Shen, Z. and Huang, G. and Yan, S. and Zhang, C.",
        TITLE = "Learning Efficient Convolutional Networks through Network Slimming",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2755-2763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104586"}

@inproceedings{bb108172,
        AUTHOR = "Yang, T.J. and Chen, Y.H. and Sze, V.",
        TITLE = "Designing Energy-Efficient Convolutional Neural Networks Using
Energy-Aware Pruning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6071-6079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104587"}

@inproceedings{bb108173,
        AUTHOR = "Ioannou, Y. and Robertson, D. and Cipolla, R. and Criminisi, A.",
        TITLE = "Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5977-5986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104588"}

@inproceedings{bb108174,
        AUTHOR = "Guo, J. and Potkonjak, M.",
        TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
        BOOKTITLE = ECVW17,
        YEAR = "2017",
        PAGES = "430-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104589"}

@inproceedings{bb108175,
        AUTHOR = "Lin, J.H. and Xing, T. and Zhao, R. and Zhang, Z. and Srivastava, M. and Tu, Z. and Gupta, R.K.",
        TITLE = "Binarized Convolutional Neural Networks with Separable Filters for
Efficient Hardware Acceleration",
        BOOKTITLE = ECVW17,
        YEAR = "2017",
        PAGES = "344-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104590"}

@inproceedings{bb108176,
        AUTHOR = "Zhang, X. and Li, Z. and Loy, C.C. and Lin, D.",
        TITLE = "PolyNet: A Pursuit of Structural Diversity in Very Deep Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3900-3908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104591"}

@inproceedings{bb108177,
        AUTHOR = "Yan, S.",
        TITLE = "Keynotes: Deep learning for visual understanding:
Effectiveness vs. efficiency",
        BOOKTITLE = VCIP16,
        YEAR = "2016",
        PAGES = "1-1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104592"}

@inproceedings{bb108178,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Improved Tamura Features for Image Classification Using Kernel Based
Descriptors",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104593"}

@inproceedings{bb108179,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Improved Kernel Descriptors for Effective and Efficient Image
Classification",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104594"}

@inproceedings{bb108180,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Zhang, D. and Liu, Y. and Lu, G.",
        TITLE = "Combining Pyramid Match Kernel and Spatial Pyramid for Image
Classification",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104595"}

@inproceedings{bb108181,
        AUTHOR = "Karmakar, P. and Teng, S.W. and Lu, G. and Zhang, D.",
        TITLE = "Rotation Invariant Spatial Pyramid Matching for Image Classification",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104596"}

@inproceedings{bb108182,
        AUTHOR = "Opitz, M. and Possegger, H. and Bischof, H.",
        TITLE = "Efficient Model Averaging for Deep Neural Networks",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "II: 205-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104597"}

@inproceedings{bb108183,
        AUTHOR = "Zhang, Z.M. and Chen, Y.T. and Saligrama, V.",
        TITLE = "Efficient Training of Very Deep Neural Networks for Supervised
Hashing",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "1487-1495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104598"}

@inproceedings{bb108184,
        AUTHOR = "Smith, L.N.",
        TITLE = "Cyclical Learning Rates for Training Neural Networks",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "464-472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104599"}

@inproceedings{bb108185,
        AUTHOR = "Smith, L.N. and Hand, E.M. and Doster, T.",
        TITLE = "Gradual DropIn of Layers to Train Very Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4763-4771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104600"}

@inproceedings{bb108186,
        AUTHOR = "Pasquet, J. and Chaumont, M. and Subsol, G. and Derras, M.",
        TITLE = "Speeding-up a convolutional neural network by connecting an SVM
network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2286-2290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104601"}

@inproceedings{bb108187,
        AUTHOR = "Park, W.S. and Kim, M.",
        TITLE = "CNN-based in-loop filtering for coding efficiency improvement",
        BOOKTITLE = IVMSP16,
        YEAR = "2016",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104602"}

@inproceedings{bb108188,
        AUTHOR = "Moons, B. and de Brabandere, B. and Van Gool, L.J. and Verhelst, M.",
        TITLE = "Energy-efficient ConvNets through approximate computing",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104603"}

@inproceedings{bb108189,
        AUTHOR = "Hsu, F.C. and Gubbi, J. and Palaniswami, M.",
        TITLE = "Learning Efficiently- The Deep CNNs-Tree Network",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104604"}

@inproceedings{bb108190,
        AUTHOR = "Highlander, T. and Rodriguez, A.",
        TITLE = "Very Efficient Training of Convolutional Neural Networks using Fast
Fourier Transform and Overlap-and-Add",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT104605"}

@article{bb108191,
        AUTHOR = "Chung, F.L. and Wang, S. and Deng, Z. and Hu, D.",
        TITLE = "CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With
Sigmoid Activation Functions",
        JOURNAL = SMC-B,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "1319-1331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104606"}

@article{bb108192,
        AUTHOR = "Peharz, R. and Gens, R. and Pernkopf, F. and Domingos, P.",
        TITLE = "On the Latent Variable Interpretation in Sum-Product Networks",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2030-2044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104607"}

@article{bb108193,
        AUTHOR = "Montavon, G. and Lapuschkin, S. and Binder, A. and Samek, W. and Muller, K.R.",
        TITLE = "Explaining nonlinear classification decisions with deep Taylor
decomposition",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "211-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104608"}

@inproceedings{bb108194,
        AUTHOR = "Lapuschkin, S. and Binder, A. and Montavon, G. and Muller, K.R. and Samek, W.",
        TITLE = "Analyzing Classifiers: Fisher Vectors and Deep Neural Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2912-2920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104609"}

@inproceedings{bb108195,
        AUTHOR = "Samangouei, P. and Saeedi, A. and Nakagawa, L. and Silberman, N.",
        TITLE = "ExplainGAN: Model Explanation via Decision Boundary Crossing
Transformations",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "X: 681-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104610"}

@article{bb108196,
        AUTHOR = "Li, Z.Z. and Hoiem, D.",
        TITLE = "Learning Without Forgetting",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2935-2947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104611"}

@inproceedings{bb108197,
        AUTHOR = "Hoiem, D. and Li, Z.Z.",
        TITLE = "Learning Without Forgetting",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 614-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104611"}

@article{bb108198,
        AUTHOR = "Mopuri, K.R. and Garg, U. and Babu, R.V.",
        TITLE = "CNN Fixations: An Unraveling Approach to Visualize the Discriminative
Image Regions",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2116-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104612"}

@article{bb108199,
        AUTHOR = "Kuo, C.C.J. and Zhang, M. and Li, S. and Duan, J. and Chen, Y.",
        TITLE = "Interpretable convolutional neural networks via feedforward design",
        JOURNAL = JVCIR,
        VOLUME = "60",
        YEAR = "2019",
        PAGES = "346-359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT104613"}

Last update:Nov 7, 2019 at 15:08:56