Keith Price Bibliography Bibtex Entry (ANCHOR 159400 URL https://doi.org/10.1007/978-3-030-58452-8_31 TYPE CONFERENCE PAGES I:531-548 YEAR 2020 MONTH NIL BIBSOURCE http://www.visionbib.com/bibliography/pattern652eff1.html#TT155264 VOLUME NIL JOURNAL ECCV20 AUTHOR Xie, Z.D. and Zhang, Z. and Zhu, X.Z. and Huang, G. and Lin, S. TITLE Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation)


@inproceedings{bb159400,
        AUTHOR = "Xie, Z.D. and Zhang, Z. and Zhu, X.Z. and Huang, G. and Lin, S.",
        TITLE = "Spatially Adaptive Inference with Stochastic Feature Sampling and
Interpolation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:531-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155264"}

@inproceedings{bb159401,
        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#TT155265"}

@inproceedings{bb159402,
        AUTHOR = "Yong, H.W. and Huang, J.Q. and Hua, X.S. and Zhang, L.",
        TITLE = "Gradient Centralization: A New Optimization Technique for Deep Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:635-652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155266"}

@inproceedings{bb159403,
        AUTHOR = "Yuan, Z.N. and Guo, Z.S. and Yu, X.T. and Wang, X.Y. and Yang, T.B.",
        TITLE = "Accelerating Deep Learning with Millions of Classes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:711-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155267"}

@inproceedings{bb159404,
        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#TT155268"}

@inproceedings{bb159405,
        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#TT155269"}

@inproceedings{bb159406,
        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#TT155270"}

@inproceedings{bb159407,
        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#TT155271"}

@inproceedings{bb159408,
        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#TT155272"}

@inproceedings{bb159409,
        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#TT155273"}

@inproceedings{bb159410,
        AUTHOR = "Verelst, T. and Tuytelaars, T.",
        TITLE = "BlockCopy: High-Resolution Video Processing with Block-Sparse Feature
Propagation and Online Policies",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5138-5147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155274"}

@inproceedings{bb159411,
        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#TT155275"}

@inproceedings{bb159412,
        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#TT155276"}

@inproceedings{bb159413,
        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#TT155277"}

@inproceedings{bb159414,
        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#TT155278"}

@inproceedings{bb159415,
        AUTHOR = "Rajagopal, A. and Bouganis, C.S.",
        TITLE = "perf4sight: A toolflow to model CNN training performance on Edge GPUs",
        BOOKTITLE = ERCVAD21,
        YEAR = "2021",
        PAGES = "963-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155279"}

@inproceedings{bb159416,
        AUTHOR = "Rajagopal, A. and Bouganis, C.S.",
        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#TT155280"}

@inproceedings{bb159417,
        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#TT155281"}

@inproceedings{bb159418,
        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#TT155282"}

@inproceedings{bb159419,
        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#TT155283"}

@inproceedings{bb159420,
        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#TT155284"}

@inproceedings{bb159421,
        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#TT155285"}

@inproceedings{bb159422,
        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#TT155286"}

@inproceedings{bb159423,
        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#TT155287"}

@inproceedings{bb159424,
        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#TT155288"}

@inproceedings{bb159425,
        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#TT155289"}

@inproceedings{bb159426,
        AUTHOR = "Phuong, M. and Lampert, C.H.",
        TITLE = "Distillation-Based Training for Multi-Exit Architectures",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1355-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155290"}

@inproceedings{bb159427,
        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#TT155291"}

@inproceedings{bb159428,
        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#TT155292"}

@inproceedings{bb159429,
        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#TT155293"}

@inproceedings{bb159430,
        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#TT155294"}

@inproceedings{bb159431,
        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#TT155295"}

@inproceedings{bb159432,
        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#TT155296"}

@inproceedings{bb159433,
        AUTHOR = "Cruz Vargas, J.A. and Zamora Esquivel, J. and Tickoo, O.",
        TITLE = "Introducing Region Pooling Learning",
        BOOKTITLE = "CADL20",
        YEAR = "2020",
        PAGES = "714-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155297"}

@inproceedings{bb159434,
        AUTHOR = "Esquivel, J.Z. and Cruz Vargas, J.A. and Tickoo, O.",
        TITLE = "Second Order Bifurcating Methodology for Neural Network Training and
Topology Optimization",
        BOOKTITLE = "CADL20",
        YEAR = "2020",
        PAGES = "725-738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155298"}

@inproceedings{bb159435,
        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#TT155299"}

@inproceedings{bb159436,
        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#TT155300"}

@inproceedings{bb159437,
        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#TT155301"}

@inproceedings{bb159438,
        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#TT155302"}

@inproceedings{bb159439,
        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#TT155303"}

@inproceedings{bb159440,
        AUTHOR = "Yan, X.P. and Chen, Z.L. and Xu, A. and Wang, X.X. and Liang, X.D. 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#TT155304"}

@inproceedings{bb159441,
        AUTHOR = "Dai, X.L. and Zhang, P.Z. and Wu, B. and Yin, H.X. and Sun, F. and Wang, Y.H. and Dukhan, M. and Hu, Y.Q. and Wu, Y.M. and Jia, Y.Q. and Vajda, P. and Uyttendaele, M.T. 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#TT155305"}

@inproceedings{bb159442,
        AUTHOR = "Zhang, Y.F. and Gao, S.Q. and Huang, H.",
        TITLE = "Exploration and Estimation for Model Compression",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "477-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155306"}

@inproceedings{bb159443,
        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#TT155307"}

@inproceedings{bb159444,
        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#TT155308"}

@inproceedings{bb159445,
        AUTHOR = "Li, J.S. 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#TT155309"}

@inproceedings{bb159446,
        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#TT155310"}

@inproceedings{bb159447,
        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#TT155311"}

@inproceedings{bb159448,
        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#TT155312"}

@inproceedings{bb159449,
        AUTHOR = "Gao, Y. and Ma, J.Y. 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#TT155313"}

@inproceedings{bb159450,
        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#TT155314"}

@inproceedings{bb159451,
        AUTHOR = "Yang, H.C. and Zhu, Y.H. 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#TT155315"}

@inproceedings{bb159452,
        AUTHOR = "Gong, L.Y. 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#TT155316"}

@inproceedings{bb159453,
        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#TT155317"}

@inproceedings{bb159454,
        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#TT155318"}

@inproceedings{bb159455,
        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#TT155319"}

@inproceedings{bb159456,
        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#TT155320"}

@inproceedings{bb159457,
        AUTHOR = "Li, T.H. and Wu, B.Y. and Yang, Y.J. and Fan, Y.B. 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#TT155321"}

@inproceedings{bb159458,
        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#TT155322"}

@inproceedings{bb159459,
        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#TT155323"}

@inproceedings{bb159460,
        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#TT155324"}

@inproceedings{bb159461,
        AUTHOR = "Li, Y.C. and Lin, S.H. and Zhang, B.C. and Liu, J.Z. and Doermann, D. and Wu, Y.J. 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#TT155325"}

@inproceedings{bb159462,
        AUTHOR = "Zhao, R. and Hu, Y.W. 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#TT155326"}

@inproceedings{bb159463,
        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#TT155327"}

@inproceedings{bb159464,
        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#TT155328"}

@inproceedings{bb159465,
        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#TT155329"}

@inproceedings{bb159466,
        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#TT155330"}

@inproceedings{bb159467,
        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#TT155331"}

@inproceedings{bb159468,
        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#TT155332"}

@inproceedings{bb159469,
        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#TT155333"}

@inproceedings{bb159470,
        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#TT155334"}

@inproceedings{bb159471,
        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#TT155335"}

@inproceedings{bb159472,
        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#TT155336"}

@inproceedings{bb159473,
        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#TT155337"}

@inproceedings{bb159474,
        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#TT155338"}

@inproceedings{bb159475,
        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#TT155339"}

@inproceedings{bb159476,
        AUTHOR = "Ignatov, A. and Timofte, R. and Chou, W. and Wang, K. and Wu, M. and Hartley, T. and Van Gool, 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#TT155340"}

@inproceedings{bb159477,
        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#TT155341"}

@inproceedings{bb159478,
        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#TT155342"}

@inproceedings{bb159479,
        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#TT155343"}

@inproceedings{bb159480,
        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#TT155344"}

@inproceedings{bb159481,
        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#TT155345"}

@inproceedings{bb159482,
        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#TT155346"}

@inproceedings{bb159483,
        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#TT155347"}

@inproceedings{bb159484,
        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#TT155348"}

@inproceedings{bb159485,
        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#TT155349"}

@inproceedings{bb159486,
        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#TT155350"}

@inproceedings{bb159487,
        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#TT155351"}

@inproceedings{bb159488,
        AUTHOR = "Ren, M.Y. 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#TT155352"}

@inproceedings{bb159489,
        AUTHOR = "Xie, G.T. and Wang, J.D. and Zhang, T. and Lai, J.H. and Hong, R.C. 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#TT155353"}

@inproceedings{bb159490,
        AUTHOR = "Kim, E. and Ahn, C. and Oh, S.H.",
        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#TT155354"}

@inproceedings{bb159491,
        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#TT155355"}

@inproceedings{bb159492,
        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#TT155356"}

@inproceedings{bb159493,
        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#TT155357"}

@inproceedings{bb159494,
        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#TT155358"}

@inproceedings{bb159495,
        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#TT155359"}

@inproceedings{bb159496,
        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#TT155360"}

@inproceedings{bb159497,
        AUTHOR = "Kobayashi, T.",
        TITLE = "t-vMF Similarity For Regularizing Intra-Class Feature Distribution",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6612-6621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155361"}

@inproceedings{bb159498,
        AUTHOR = "Kobayashi, T.",
        TITLE = "Analyzing Filters Toward Efficient ConvNet",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5619-5628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155362"}

@inproceedings{bb159499,
        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#TT155363"}
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