@article{bb114300,
        AUTHOR = "Cavigelli, L. and Benini, L.",
        TITLE = "CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional
Network Inference on Video Streams",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1451-1465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110603"}

@article{bb114301,
        AUTHOR = "Sun, F.Z. and Li, S.J. and Wang, S.H. and Liu, Q.J. and Zhou, L.X.",
        TITLE = "CostNet: A Concise Overpass Spatiotemporal Network for Predictive
Learning",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110604"}

@article{bb114302,
        AUTHOR = "Kalayeh, M.M. and Shah, M.",
        TITLE = "Training Faster by Separating Modes of Variation in Batch-Normalized
Models",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1483-1500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110605"}

@article{bb114303,
        AUTHOR = "Ma, W. and Wu, Y. and Cen, F. and Wang, G.H.",
        TITLE = "MDFN: Multi-scale deep feature learning network for object detection",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110606"}

@inproceedings{bb114304,
        AUTHOR = "Ma, W. and Wu, Y. and Wang, Z. and Wang, G.H.",
        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#TT110607"}

@article{bb114305,
        AUTHOR = "Hu, J. and Shen, L. and Albanie, S. and Sun, G. and Wu, E.",
        TITLE = "Squeeze-and-Excitation Networks",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2011-2023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110608"}

@inproceedings{bb114306,
        AUTHOR = "Lelekas, I. and Tomen, N. and Pintea, S.L. and van Gemert, J.C.",
        TITLE = "Top-Down Networks: A coarse-to-fine reimagination of CNNs",
        BOOKTITLE = DeepVision20,
        YEAR = "2020",
        PAGES = "3244-3253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110609"}

@article{bb114307,
        AUTHOR = "Ma, L.H. and Fan, H.Y. and Lu, Z.M. and Tian, D.",
        TITLE = "Acceleration of multi-task cascaded convolutional networks",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "2435-2441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110610"}

@article{bb114308,
        AUTHOR = "Jiang, Y.G. and Cheng, C.M. and Lin, H.Y. and Fu, Y.W.",
        TITLE = "Learning Layer-Skippable Inference Network",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "8747-8759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110611"}

@article{bb114309,
        AUTHOR = "Fang, Z.Y. and Ren, J.C. and Marshall, S. and Zhao, H.M. and Wang, S. and Li, X.L.",
        TITLE = "Topological optimization of the DenseNet with pretrained-weights
inheritance and genetic channel selection",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110612"}

@article{bb114310,
        AUTHOR = "Li, G.Q. and Zhang, M. and Li, J. and Lv, F. and Tong, G.D.",
        TITLE = "Efficient densely connected convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110613"}

@article{bb114311,
        AUTHOR = "Yang, Y.Q. and Lv, H.J. and Chen, N. and Wu, Y. and Zheng, J. and Zheng, Z.X.",
        TITLE = "Local minima found in the subparameter space can be effective for
ensembles of deep convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110614"}

@inproceedings{bb114312,
        AUTHOR = "Phan, A.H. and Sobolev, K. and Sozykin, K. and Ermilov, D. and Gusak, J. and Tichavsky, P. and Glukhov, V. and Oseledets, I. and Cichocki, A.",
        TITLE = "Stable Low-rank Tensor Decomposition for Compression of Convolutional
Neural Network",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 522-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110615"}

@inproceedings{bb114313,
        AUTHOR = "Marban, A. and Becking, D. and Wiedemann, S. and Samek, W.",
        TITLE = "Learning Sparse Ternary Neural Networks with Entropy-Constrained
Trained Ternarization (EC2T)",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3105-3113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110616"}

@inproceedings{bb114314,
        AUTHOR = "Langroudi, H.F. and Karia, V. and Gustafson, J.L. and Kudithipudi, D.",
        TITLE = "Adaptive Posit: Parameter aware numerical format for deep learning
inference on the edge",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3123-3131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110617"}

@inproceedings{bb114315,
        AUTHOR = "Vu, T. and Eder, M. and Price, T. and Frahm, J.M.",
        TITLE = "Any-Width Networks",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3018-3026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110618"}

@inproceedings{bb114316,
        AUTHOR = "Elsen, E. and Dukhan, M. and Gale, T. and Simonyan, K.",
        TITLE = "Fast Sparse ConvNets",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14617-14626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110619"}

@inproceedings{bb114317,
        AUTHOR = "Pad, P. and Narduzzi, S. and Kundig, C. and Turetken, E. and Bigdeli, S.A. and Dunbar, L.A.",
        TITLE = "Efficient Neural Vision Systems Based on Convolutional Image
Acquisition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12282-12291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110620"}

@inproceedings{bb114318,
        AUTHOR = "Song, G.L. and Liu, Y. and Wang, X.G.",
        TITLE = "Revisiting the Sibling Head in Object Detector",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11560-11569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110621"}

@inproceedings{bb114319,
        AUTHOR = "Wang, Q.L. and Wu, B.G. and Zhu, P.F. and Li, P.H. and Zuo, W.M. and Hu, Q.H.",
        TITLE = "ECA-Net: Efficient Channel Attention for Deep Convolutional Neural
Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11531-11539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110622"}

@inproceedings{bb114320,
        AUTHOR = "Chen, Y.P. and Dai, X.Y. and Liu, M.C. and Chen, D.D. and Yuan, L. and Liu, Z.C.",
        TITLE = "Dynamic Convolution: Attention Over Convolution Kernels",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11027-11036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110623"}

@inproceedings{bb114321,
        AUTHOR = "Xie, Q.Z. and Luong, M.T. and Hovy, E. and Le, Q.V.",
        TITLE = "Self-Training With Noisy Student Improves ImageNet Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10684-10695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110624"}

@inproceedings{bb114322,
        AUTHOR = "Verelst, T. and Tuytelaars, T.",
        TITLE = "Dynamic Convolutions: Exploiting Spatial Sparsity for Faster
Inference",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2317-2326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110625"}

@inproceedings{bb114323,
        AUTHOR = "Goli, N. and Aamodt, T.M.",
        TITLE = "ReSprop: Reuse Sparsified Backpropagation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1545-1555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110626"}

@inproceedings{bb114324,
        AUTHOR = "Idelbayev, Y. and Carreira Perpinan, M.A.",
        TITLE = "Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8046-8056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110627"}

@inproceedings{bb114325,
        AUTHOR = "Haroush, M. and Hubara, I. and Hoffer, E. and Soudry, D.",
        TITLE = "The Knowledge Within: Methods for Data-Free Model Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8491-8499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110628"}

@inproceedings{bb114326,
        AUTHOR = "Mordido, G. and Van Keirsbilck, M. and Keller, A.",
        TITLE = "Monte Carlo Gradient Quantization",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3087-3095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110629"}

@inproceedings{bb114327,
        AUTHOR = "Wiedemann, S. and Mehari, T. and Kepp, K. and Samek, W.",
        TITLE = "Dithered backprop: A sparse and quantized backpropagation algorithm
for more efficient deep neural network training",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3096-3104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110630"}

@inproceedings{bb114328,
        AUTHOR = "Rajagopal, A. and Bouganis, C.",
        TITLE = "Now that I can see, I can improve: Enabling data-driven finetuning of
CNNs on the edge",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3058-3067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110631"}

@inproceedings{bb114329,
        AUTHOR = "Jiang, W. and Wang, W. and Liu, S.",
        TITLE = "Structured Weight Unification and Encoding for Neural Network
Compression and Acceleration",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3068-3076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110632"}

@inproceedings{bb114330,
        AUTHOR = "Chatzikonstantinou, C. and Papadopoulos, G.T. and Dimitropoulos, K. and Daras, P.",
        TITLE = "Neural Network Compression Using Higher-Order Statistics and
Auxiliary Reconstruction Losses",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3077-3086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110633"}

@inproceedings{bb114331,
        AUTHOR = "Yang, H. and Gui, S. and Zhu, Y. and Liu, J.",
        TITLE = "Automatic Neural Network Compression by Sparsity-Quantization Joint
Learning: A Constrained Optimization-Based Approach",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2175-2185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110634"}

@inproceedings{bb114332,
        AUTHOR = "Saini, R. and Jha, N.K. and Das, B. and Mittal, S. and Mohan, C.K.",
        TITLE = "ULSAM: Ultra-Lightweight Subspace Attention Module for Compact
Convolutional Neural Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1616-1625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110635"}

@inproceedings{bb114333,
        AUTHOR = "Suau, X. and Zappella, u. and Apostoloff, N.",
        TITLE = "Filter Distillation for Network Compression",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3129-3138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110636"}

@inproceedings{bb114334,
        AUTHOR = "Wang, M. and Cai, H. and Huang, X. and Gong, M.",
        TITLE = "ADNet: Adaptively Dense Convolutional Neural Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "990-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110637"}

@inproceedings{bb114335,
        AUTHOR = "Oyedotun, O.K. and Aouada, D. and Ottersten, B.",
        TITLE = "Structured Compression of Deep Neural Networks with Debiased Elastic
Group LASSO",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2266-2275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110638"}

@inproceedings{bb114336,
        AUTHOR = "Hsu, L. and Chiu, C. and Lin, K.",
        TITLE = "An Energy-Aware Bit-Serial Streaming Deep Convolutional Neural
Network Accelerator",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4609-4613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110639"}

@inproceedings{bb114337,
        AUTHOR = "Lu, J. and Xu, C.F. and Zhang, W. and Duan, L.Y. and Mei, T.",
        TITLE = "Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7960-7969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110640"}

@inproceedings{bb114338,
        AUTHOR = "Nascimento, M.G.D. and Prisacariu, V. and Fawcett, R.",
        TITLE = "DSConv: Efficient Convolution Operator",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5147-5156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110641"}

@inproceedings{bb114339,
        AUTHOR = "Gu, J. and Zhao, J. and Jiang, X. and Zhang, B. and Liu, J. and Guo, G. and Ji, R.",
        TITLE = "Bayesian Optimized 1-Bit CNNs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4908-4916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110642"}

@inproceedings{bb114340,
        AUTHOR = "Chao, P. and Kao, C. and Ruan, Y. and Huang, C. and Lin, Y.",
        TITLE = "HarDNet: A Low Memory Traffic Network",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3551-3560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110643"}

@inproceedings{bb114341,
        AUTHOR = "Chen, Y. and Fan, H. and Xu, B. and Yan, Z. and Kalantidis, Y. and Rohrbach, M. and Shuicheng, Y. and Feng, J.",
        TITLE = "Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural
Networks With Octave Convolution",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3434-3443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110644"}

@inproceedings{bb114342,
        AUTHOR = "Phuong, M. and Lampert, C.",
        TITLE = "Distillation-Based Training for Multi-Exit Architectures",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1355-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110645"}

@inproceedings{bb114343,
        AUTHOR = "Chen, X. and Xie, L.X. and Wu, J. and Tian, Q.",
        TITLE = "Progressive Differentiable Architecture Search:
Bridging the Depth Gap Between Search and Evaluation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1294-1303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110646"}

@inproceedings{bb114344,
        AUTHOR = "Chen, Y. and Liu, S. and Shen, X. and Jia, J.",
        TITLE = "Fast Point R-CNN",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9774-9783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110647"}

@inproceedings{bb114345,
        AUTHOR = "Gkioxari, G. and Johnson, J. and Malik, J.",
        TITLE = "Mesh R-CNN",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9784-9794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110648"}

@inproceedings{bb114346,
        AUTHOR = "Vooturi, D.T. and Varma, G. and Kothapalli, K.",
        TITLE = "Dynamic Block Sparse Reparameterization of Convolutional Neural
Networks",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "3046-3053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110649"}

@inproceedings{bb114347,
        AUTHOR = "Dong, Z. and Yao, Z. and Gholami, A. and Mahoney, M. and Keutzer, K.",
        TITLE = "HAWQ: Hessian AWare Quantization of Neural Networks With
Mixed-Precision",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "293-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110650"}

@inproceedings{bb114348,
        AUTHOR = "Gusak, J. and Kholiavchenko, M. and Ponomarev, E. and Markeeva, L. and Blagoveschensky, P. and Cichocki, A. and Oseledets, I.",
        TITLE = "Automated Multi-Stage Compression of Neural Networks",
        BOOKTITLE = LPCV19,
        YEAR = "2019",
        PAGES = "2501-2508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110651"}

@inproceedings{bb114349,
        AUTHOR = "Yan, M. and Zhao, M. and Xu, Z. and Zhang, Q. and Wang, G. and Su, Z.",
        TITLE = "VarGFaceNet: An Efficient Variable Group Convolutional Neural Network
for Lightweight Face Recognition",
        BOOKTITLE = LFR19,
        YEAR = "2019",
        PAGES = "2647-2654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110652"}

@inproceedings{bb114350,
        AUTHOR = "Hascoet, T. and Febvre, Q. and Zhuang, W. and Ariki, Y. and Takiguchi, T.",
        TITLE = "Layer-Wise Invertibility for Extreme Memory Cost Reduction of CNN
Training",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "2049-2052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110653"}

@inproceedings{bb114351,
        AUTHOR = "Ghosh, R. and Gupta, A.K. and Motani, M.",
        TITLE = "Investigating Convolutional Neural Networks using Spatial Orderness",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "2053-2056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110654"}

@inproceedings{bb114352,
        AUTHOR = "Zamora Esquivel, J. and Cruz Vargas, A. and Lopez Meyer, P. and Tickoo, O.",
        TITLE = "Adaptive Convolutional Kernels",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "1998-2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110655"}

@inproceedings{bb114353,
        AUTHOR = "Kopuklu, O. and Kose, N. and Gunduz, A. and Rigoll, G.",
        TITLE = "Resource Efficient 3D Convolutional Neural Networks",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "1910-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110656"}

@inproceedings{bb114354,
        AUTHOR = "Ma, X. and Triki, A.R. and Berman, M. and Sagonas, C. and Cali, J. and Blaschko, M.",
        TITLE = "A Bayesian Optimization Framework for Neural Network Compression",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10273-10282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110657"}

@inproceedings{bb114355,
        AUTHOR = "Yoo, K.M. and Jo, H.S. and Lee, H. and Han, J. and Lee, S.",
        TITLE = "Stochastic Relational Network",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "788-792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110658"}

@inproceedings{bb114356,
        AUTHOR = "Rannen Triki, A. and Berman, M. and Kolmogorov, V. and Blaschko, M.B.",
        TITLE = "Function Norms for Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "748-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110659"}

@inproceedings{bb114357,
        AUTHOR = "Han, D. and Yoo, H.",
        TITLE = "Direct Feedback Alignment Based Convolutional Neural Network Training
for Low-Power Online Learning Processor",
        BOOKTITLE = LPCV19,
        YEAR = "2019",
        PAGES = "2445-2452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110660"}

@inproceedings{bb114358,
        AUTHOR = "Yan, X. and Chen, Z. and Xu, A. and Wang, X. and Liang, X. and Lin, L.",
        TITLE = "Meta R-CNN: Towards General Solver for Instance-Level Low-Shot
Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9576-9585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110661"}

@inproceedings{bb114359,
        AUTHOR = "Dai, X.L. and Zhang, P.Z. and Wu, B. and Yin, H.X. and Sun, F. and Wang, Y. and Dukhan, M. and Hu, Y.Q. and Wu, Y.M. and Jia, Y.Q. and Vajda, P. and Uyttendaele, M. and Jha, N.K.",
        TITLE = "ChamNet: Towards Efficient Network Design Through Platform-Aware Model
Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11390-11399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110662"}

@inproceedings{bb114360,
        AUTHOR = "Gao, S.Q. and Deng, C. and Huang, H.",
        TITLE = "Cross Domain Model Compression by Structurally Weight Sharing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8965-8974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110663"}

@inproceedings{bb114361,
        AUTHOR = "Yang, J. and Shen, X. and Xing, J. and Tian, X.M. and Li, H.Q.A. and Deng, B. and Huang, J.Q. and Hua, X.S.",
        TITLE = "Quantization Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7300-7308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110664"}

@inproceedings{bb114362,
        AUTHOR = "Liu, Y.J. and Tian, X.M. and Li, Y. and Xiong, Z.W. and Wu, F.",
        TITLE = "Compact Feature Learning for Multi-Domain Image Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7186-7194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110665"}

@inproceedings{bb114363,
        AUTHOR = "Li, J. and Qi, Q. and Wang, J.Y. and Ge, C. and Li, Y.J. and Yue, Z.Z. and Sun, H.F.",
        TITLE = "OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7039-7048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110666"}

@inproceedings{bb114364,
        AUTHOR = "Kim, H. and Khan, M.U.K. and Kyung, C.M.",
        TITLE = "Efficient Neural Network Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12561-12569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110667"}

@inproceedings{bb114365,
        AUTHOR = "Minnehan, B. and Savakis, A.",
        TITLE = "Cascaded Projection: End-To-End Network Compression and Acceleration",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10707-10716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110668"}

@inproceedings{bb114366,
        AUTHOR = "Lin, Y.H. and Chou, C.N. and Chang, E.Y.",
        TITLE = "MBS: Macroblock Scaling for CNN Model Reduction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9109-9117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110669"}

@inproceedings{bb114367,
        AUTHOR = "Gao, Y. and Ma, J. and Zhao, M.B. and Liu, W. and Yuille, A.L.",
        TITLE = "NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural
Discriminative Dimensionality Reduction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3200-3209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110670"}

@inproceedings{bb114368,
        AUTHOR = "Wang, H.Y. and Kembhavi, A. and Farhadi, A. and Yuille, A.L. and Rastegari, M.",
        TITLE = "ELASTIC: Improving CNNs With Dynamic Scaling Policies",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2253-2262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110671"}

@inproceedings{bb114369,
        AUTHOR = "Cao, S.J. and Ma, L.X. and Xiao, W.C. and Zhang, C. and Liu, Y.X. and Zhang, L.T. and Nie, L.S. and Yang, Z.",
        TITLE = "SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity
Through Low-Bit Quantization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11208-11217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110672"}

@inproceedings{bb114370,
        AUTHOR = "Yang, H.C. and Zhu, Y. and Liu, J.",
        TITLE = "ECC: Platform-Independent Energy-Constrained Deep Neural Network
Compression via a Bilinear Regression Model",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11198-11207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110673"}

@inproceedings{bb114371,
        AUTHOR = "Gong, L. and Cheng, Q.A.",
        TITLE = "Exploiting Edge Features for Graph Neural Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9203-9211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110674"}

@inproceedings{bb114372,
        AUTHOR = "Mehta, S. and Rastegari, M. and Shapiro, L. and Hajishirzi, H.",
        TITLE = "ESPNetv2: A Light-Weight, Power Efficient, and General Purpose
Convolutional Neural Network",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9182-9192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110675"}

@inproceedings{bb114373,
        AUTHOR = "Kossaifi, J. and Bulat, A. and Tzimiropoulos, G. and Pantic, M.",
        TITLE = "T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order
Tensor",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7814-7823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110676"}

@inproceedings{bb114374,
        AUTHOR = "Chen, W.J. and Xie, D. and Zhang, Y. and Pu, S.L.",
        TITLE = "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural
Networks for Image Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7234-7243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110677"}

@inproceedings{bb114375,
        AUTHOR = "Georgiadis, G.",
        TITLE = "Accelerating Convolutional Neural Networks via Activation Map
Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7078-7088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110678"}

@inproceedings{bb114376,
        AUTHOR = "Zhu, S.L. and Dong, X. and Su, H.",
        TITLE = "Binary Ensemble Neural Network: More Bits per Network or More Networks
per Bit?",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4918-4927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110679"}

@inproceedings{bb114377,
        AUTHOR = "Jung, S. and Son, C.Y. and Lee, S. and Son, J. and Han, J.J. and Kwak, Y. and Hwang, S.J. and Choi, C.K.",
        TITLE = "Learning to Quantize Deep Networks by Optimizing Quantization Intervals
With Task Loss",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4345-4354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110680"}

@inproceedings{bb114378,
        AUTHOR = "Li, T. and Wu, B.Y. and Yang, Y. and Fan, Y. and Zhang, Y. and Liu, W.",
        TITLE = "Compressing Convolutional Neural Networks via Factorized Convolutional
Filters",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3972-3981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110681"}

@inproceedings{bb114379,
        AUTHOR = "Kim, E. and Ahn, C. and Torr, P.H.S. and Oh, S.H.",
        TITLE = "Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2705-2714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110682"}

@inproceedings{bb114380,
        AUTHOR = "He, T. and Zhang, Z. and Zhang, H. and Zhang, Z.Y. and Xie, J.Y. and Li, M.",
        TITLE = "Bag of Tricks for Image Classification with Convolutional Neural
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "558-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110683"}

@inproceedings{bb114381,
        AUTHOR = "Wang, X.J. and Kan, M. and Shan, S.G. and Chen, X.L.",
        TITLE = "Fully Learnable Group Convolution for Acceleration of Deep Neural
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9041-9050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110684"}

@inproceedings{bb114382,
        AUTHOR = "Li, Y. and Lin, S.H. and Zhang, B.C. and Liu, J.Z. and Doermann, D. and Wu, Y. and Huang, F.Y. and Ji, R.R.",
        TITLE = "Exploiting Kernel Sparsity and Entropy for Interpretable CNN
Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2795-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110685"}

@inproceedings{bb114383,
        AUTHOR = "Zhao, R. and Hu, Y. and Dotzel, J. and de Sa, C. and Zhang, Z.",
        TITLE = "Building Efficient Deep Neural Networks With Unitary Group Convolutions",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11295-11304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110686"}

@inproceedings{bb114384,
        AUTHOR = "Qiao, S.Y. and Lin, Z. and Zhang, J.M. and Yuille, A.L.",
        TITLE = "Neural Rejuvenation: Improving Deep Network Training by Enhancing
Computational Resource Utilization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "61-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT110687"}

@inproceedings{bb114385,
        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#TT110688"}

@inproceedings{bb114386,
        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#TT110689"}

@inproceedings{bb114387,
        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#TT110690"}

@inproceedings{bb114388,
        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#TT110691"}

@inproceedings{bb114389,
        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#TT110692"}

@inproceedings{bb114390,
        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#TT110693"}

@inproceedings{bb114391,
        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#TT110694"}

@inproceedings{bb114392,
        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#TT110695"}

@inproceedings{bb114393,
        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#TT110696"}

@inproceedings{bb114394,
        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#TT110697"}

@inproceedings{bb114395,
        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#TT110698"}

@inproceedings{bb114396,
        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#TT110699"}

@inproceedings{bb114397,
        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#TT110700"}

@inproceedings{bb114398,
        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#TT110701"}

@inproceedings{bb114399,
        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#TT110702"}

Last update:Oct 19, 2020 at 15:02:28