@inproceedings{bb152900,
AUTHOR = "Bhagoji, A.N. and He, W. and Li, B. and Song, D.",
TITLE = "Practical Black-Box Attacks on Deep Neural Networks Using Efficient
Query Mechanisms",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XII: 158-174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT148817"}
@inproceedings{bb152901,
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#TT148818"}
@inproceedings{bb152902,
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#TT148819"}
@inproceedings{bb152903,
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#TT148820"}
@inproceedings{bb152904,
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#TT148821"}
@inproceedings{bb152905,
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#TT148822"}
@inproceedings{bb152906,
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#TT148823"}
@inproceedings{bb152907,
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#TT148824"}
@inproceedings{bb152908,
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#TT148825"}
@inproceedings{bb152909,
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#TT148826"}
@inproceedings{bb152910,
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#TT148827"}
@inproceedings{bb152911,
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#TT148828"}
@inproceedings{bb152912,
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#TT148829"}
@inproceedings{bb152913,
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#TT148830"}
@inproceedings{bb152914,
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#TT148831"}
@inproceedings{bb152915,
AUTHOR = "Cardona Escobar, A.F. and Giraldo Forero, A.F. and Castro Ospina, A.E. and Jaramillo Garzon, J.A.",
TITLE = "Efficient Hyperparameter Optimization in Convolutional Neural Networks
by Learning Curves Prediction",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "143-151",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT148832"}
@inproceedings{bb152916,
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#TT148833"}
@inproceedings{bb152917,
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#TT148834"}
@inproceedings{bb152918,
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#TT148835"}
@inproceedings{bb152919,
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#TT148836"}
@inproceedings{bb152920,
AUTHOR = "Li, N. and Takaki, S. and Tomiokay, Y. and Kitazawa, H.",
TITLE = "A multistage dataflow implementation of a Deep Convolutional Neural
Network based on FPGA for high-speed object recognition",
BOOKTITLE = Southwest16,
YEAR = "2016",
PAGES = "165-168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT148837"}
@inproceedings{bb152921,
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#TT148838"}
@inproceedings{bb152922,
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#TT148839"}
@inproceedings{bb152923,
AUTHOR = "Zou, X.Y. and Xu, X.M. and Qing, C.M. and Xing, X.F.",
TITLE = "High speed deep networks based on Discrete Cosine Transformation",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5921-5925",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT148840"}
@article{bb152924,
AUTHOR = "Chen, S. and Zhao, Q.",
TITLE = "Shallowing Deep Networks: Layer-Wise Pruning Based on Feature
Representations",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "3048-3056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148841"}
@article{bb152925,
AUTHOR = "Singh, P. and Kadi, V.S.R. and Namboodiri, V.P.",
TITLE = "FALF ConvNets: Fatuous auxiliary loss based filter-pruning for
efficient deep CNNs",
JOURNAL = IVC,
VOLUME = "93",
YEAR = "2020",
PAGES = "103857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148842"}
@inproceedings{bb152926,
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/pattern652nnp2.html#TT148843"}
@article{bb152927,
AUTHOR = "Mittal, D. and Bhardwaj, S. and Khapra, M.M. and Ravindran, B.",
TITLE = "Studying the plasticity in deep convolutional neural networks using
random pruning",
JOURNAL = MVA,
VOLUME = "30",
YEAR = "2019",
NUMBER = "2",
MONTH = "March",
PAGES = "203-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148844"}
@inproceedings{bb152928,
AUTHOR = "Mittal, D. and Bhardwaj, S. and Khapra, M.M. and Ravindran, B.",
TITLE = "Recovering from Random Pruning: On the Plasticity of Deep
Convolutional Neural Networks",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "848-857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148845"}
@inproceedings{bb152929,
AUTHOR = "Bhardwaj, S. and Srinivasan, M. and Khapra, M.M.",
TITLE = "Efficient Video Classification Using Fewer Frames",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "354-363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148846"}
@article{bb152930,
AUTHOR = "Yang, W.Z. and Jin, L.L. and Wang, S. and Cu, Z.C. and Chen, X.Y. and Chen, L.P.",
TITLE = "Thinning of convolutional neural network with mixed pruning",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "5",
MONTH = "April",
PAGES = "779-784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148847"}
@article{bb152931,
AUTHOR = "Luo, J.H. and Zhang, H. and Zhou, H.Y. and Xie, C.W. and Wu, J.X. and Lin, W.Y.",
TITLE = "ThiNet: Pruning CNN Filters for a Thinner Net",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "2525-2538",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148848"}
@article{bb152932,
AUTHOR = "Ide, H. and Kobayashi, T. and Watanabe, K. and Kurita, T.",
TITLE = "Robust pruning for efficient CNNs",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "90-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148849"}
@article{bb152933,
AUTHOR = "Kang, H.",
TITLE = "Accelerator-Aware Pruning for Convolutional Neural Networks",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "2093-2103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148850"}
@article{bb152934,
AUTHOR = "Tsai, C.Y. and Gao, D.Q. and Ruan, S.J.",
TITLE = "An effective hybrid pruning architecture of dynamic convolution for
surveillance videos",
JOURNAL = JVCIR,
VOLUME = "70",
YEAR = "2020",
PAGES = "102798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148851"}
@article{bb152935,
AUTHOR = "Wang, Z. and Hong, W. and Tan, Y. and Yuan, J.",
TITLE = "Pruning 3D Filters For Accelerating 3D ConvNets",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "2126-2137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148852"}
@article{bb152936,
AUTHOR = "Luo, J.H. and Wu, J.X.",
TITLE = "AutoPruner: An end-to-end trainable filter pruning method for
efficient deep model inference",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148853"}
@article{bb152937,
AUTHOR = "Ding, G. and Zhang, S. and Jia, Z. and Zhong, J. and Han, J.",
TITLE = "Where to Prune: Using LSTM to Guide Data-Dependent Soft Pruning",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "293-304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148854"}
@article{bb152938,
AUTHOR = "Tian, Q. and Arbel, T. and Clark, J.J.",
TITLE = "Task dependent deep LDA pruning of neural networks",
JOURNAL = CVIU,
VOLUME = "203",
YEAR = "2021",
PAGES = "103154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148855"}
@article{bb152939,
AUTHOR = "Tian, G. and Chen, J. and Zeng, X. and Liu, Y.",
TITLE = "Pruning by Training: A Novel Deep Neural Network Compression
Framework for Image Processing",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "344-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148856"}
@article{bb152940,
AUTHOR = "Guo, J.Y. and Zhang, W.C. and Ouyang, W.L. and Xu, D.",
TITLE = "Model Compression Using Progressive Channel Pruning",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "1114-1124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148857"}
@article{bb152941,
AUTHOR = "Alqahtani, A. and Xie, X.H. and Jones, M.W. and Essa, E.",
TITLE = "Pruning CNN filters via quantifying the importance of deep visual
representations",
JOURNAL = CVIU,
VOLUME = "208-209",
YEAR = "2021",
PAGES = "103220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148858"}
@inproceedings{bb152942,
AUTHOR = "Alqahtani, A. and Xie, X.H. and Essa, E. and Jones, M.W.",
TITLE = "Neuron-based Network Pruning Based on Majority Voting",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3090-3097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148859"}
@article{bb152943,
AUTHOR = "Wang, Y. and Park, H. and Lee, J.",
TITLE = "Memory-Free Stochastic Weight Averaging by One-Way Variational
Pruning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1021-1025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148860"}
@article{bb152944,
AUTHOR = "Li, G. and Xu, G.",
TITLE = "Providing clear pruning threshold: A novel CNN pruning method via L0
regularisation",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "2",
PAGES = "405-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148861"}
@article{bb152945,
AUTHOR = "Liu, Y.X. and Guo, Y. and Guo, J.X. and Jiang, L.Q. and Chen, J.",
TITLE = "Conditional Automated Channel Pruning for Deep Neural Networks",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1275-1279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148862"}
@article{bb152946,
AUTHOR = "Osaku, D. and Gomes, J.F. and Falcao, A.X.",
TITLE = "Convolutional neural network simplification with progressive
retraining",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "235-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148863"}
@article{bb152947,
AUTHOR = "Fan, F.G. and Su, Y.T. and Jing, P.G. and Lu, W.",
TITLE = "A Dual Rank-Constrained Filter Pruning Approach for Convolutional
Neural Networks",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "1734-1738",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148864"}
@article{bb152948,
AUTHOR = "Liu, Z.C. and Zhang, X.Y. and Shen, Z.Q. and Wei, Y.C. and Cheng, K.T. and Sun, J.",
TITLE = "Joint Multi-Dimension Pruning via Numerical Gradient Update",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "8034-8045",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148865"}
@article{bb152949,
AUTHOR = "Tan, J.H. and Chan, C.S. and Chuah, J.H.",
TITLE = "End-to-End Supermask Pruning: Learning to Prune Image Captioning
Models",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148866"}
@article{bb152950,
AUTHOR = "Liu, Z.F. and Liu, X.H. and Li, C.L. and Ding, S.M. and Liao, L.",
TITLE = "Learning compact ConvNets through filter pruning based on the
saliency of a feature map",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "1",
PAGES = "123-133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148867"}
@article{bb152951,
AUTHOR = "Ioannidis, V.N. and Chen, S. and Giannakis, G.B.",
TITLE = "Efficient and Stable Graph Scattering Transforms via Pruning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1232-1246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148868"}
@article{bb152952,
AUTHOR = "Tofigh, S. and Ahmad, M.O. and Swamy, M.N.S.",
TITLE = "A Low-Complexity Modified ThiNet Algorithm for Pruning Convolutional
Neural Networks",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1012-1016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148869"}
@article{bb152953,
AUTHOR = "Zhang, K. and Liu, G.Z.",
TITLE = "Layer Pruning for Obtaining Shallower ResNets",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1172-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148870"}
@article{bb152954,
AUTHOR = "Wang, H.Y. and Zhang, Y.S. and Wu, J.X.",
TITLE = "Versatile, full-spectrum, and swift network sampling for model
generation",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108729",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148871"}
@article{bb152955,
AUTHOR = "Liu, J. and Zhuang, B. and Zhuang, Z.W. and Guo, Y. and Huang, J.Z. and Zhu, J.H. and Tan, M.K.",
TITLE = "Discrimination-Aware Network Pruning for Deep Model Compression",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4035-4051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148872"}
@article{bb152956,
AUTHOR = "Mondal, M. and Das, B. and Roy, S.D. and Singh, P. and Lall, B. and Joshi, S.D.",
TITLE = "Adaptive CNN filter pruning using global importance metric",
JOURNAL = CVIU,
VOLUME = "222",
YEAR = "2022",
PAGES = "103511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148873"}
@article{bb152957,
AUTHOR = "Camci, E. and Gupta, M. and Wu, M. and Lin, J.",
TITLE = "QLP: Deep Q-Learning for Pruning Deep Neural Networks",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6488-6501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148874"}
@inproceedings{bb152958,
AUTHOR = "Xu, K.X. and Wang, Z. and Geng, X. and Wu, M. and Li, X.L. and Lin, W.S.",
TITLE = "Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep
Neural Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17401-17411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148875"}
@article{bb152959,
AUTHOR = "Zhang, H.N. and Liu, L.J. and Zhou, H.Y. and Si, L. and Sun, H.B. and Zheng, N.N.",
TITLE = "FCHP: Exploring the Discriminative Feature and Feature Correlation of
Feature Maps for Hierarchical DNN Pruning and Compression",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6807-6820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148876"}
@article{bb152960,
AUTHOR = "Li, Y. and Liu, Z.C. and Wu, W.Q. and Yao, H.T. and Zhang, X.Y. and Zhang, C. and Yin, B.",
TITLE = "Weight-Dependent Gates for Network Pruning",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6941-6954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148877"}
@article{bb152961,
AUTHOR = "Wang, J.L. and Cui, Z.Y. and Zang, Z.P. and Meng, X.J. and Cao, Z.",
TITLE = "Absorption Pruning of Deep Neural Network for Object Detection in
Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148878"}
@article{bb152962,
AUTHOR = "Yvinec, E. and Dapogny, A. and Cord, M. and Bailly, K.",
TITLE = "RED++: Data-Free Pruning of Deep Neural Networks via Input Splitting
and Output Merging",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3664-3676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148879"}
@article{bb152963,
AUTHOR = "Lin, M.B. and Zhang, Y.X. and Li, Y.C. and Chen, B. and Chao, F. and Wang, M.D. and Li, S. and Tian, Y.H. and Ji, R.R.",
TITLE = "1xN Pattern for Pruning Convolutional Neural Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "3999-4008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148880"}
@inproceedings{bb152964,
AUTHOR = "Zhong, Y.S. and Lin, M.B. and Chen, M.Z. and Li, K. and Shen, Y.H. and Chao, F. and Wu, Y.J. and Ji, R.R.",
TITLE = "Fine-grained Data Distribution Alignment for Post-Training Quantization",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:70-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148881"}
@article{bb152965,
AUTHOR = "Celaya, A. and Actor, J.A. and Muthusivarajan, R. and Gates, E. and Chung, C. and Schellingerhout, D. and Riviere, B. and Fuentes, D.",
TITLE = "PocketNet: A Smaller Neural Network for Medical Image Analysis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1172-1184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148882"}
@article{bb152966,
AUTHOR = "Cho, Y. and Ham, G. and Lee, J.H. and Kim, D.",
TITLE = "Ambiguity-aware robust teacher (ART): Enhanced self-knowledge
distillation framework with pruned teacher network",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148883"}
@article{bb152967,
AUTHOR = "Chen, W.H. and Wang, P.S. and Cheng, J.",
TITLE = "Towards Automatic Model Compression via a Unified Two-Stage Framework",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148884"}
@article{bb152968,
AUTHOR = "Li, G.Q. and Liu, B. and Chen, A.B.",
TITLE = "DDFP: A data driven filter pruning method with pruning compensation",
JOURNAL = JVCIR,
VOLUME = "94",
YEAR = "2023",
PAGES = "103833",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148885"}
@article{bb152969,
AUTHOR = "Lei, Y. and Wang, D. and Yang, S. and Shi, J. and Tian, D. and Min, L.T.",
TITLE = "Network Collaborative Pruning Method for Hyperspectral Image
Classification Based on Evolutionary Multi-Task Optimization",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148886"}
@article{bb152970,
AUTHOR = "Li, P. and Cao, J.C. and Yuan, L. and Ye, Q.H. and Xu, X.H.",
TITLE = "Truncated attention-aware proposal networks with multi-scale dilation
for temporal action detection",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148887"}
@article{bb152971,
AUTHOR = "Lu, X.T. and Dong, W.S. and Li, X. and Wu, J.J. and Li, L. and Shi, G.M.",
TITLE = "Adaptive Search-and-Training for Robust and Efficient Network Pruning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9325-9338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148888"}
@article{bb152972,
AUTHOR = "Ye, H.C. and Zhang, B. and Chen, T. and Fan, J.Y. and Wang, B.",
TITLE = "Performance-Aware Approximation of Global Channel Pruning for
Multitask CNNs",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "10267-10284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148889"}
@article{bb152973,
AUTHOR = "Zhang, X. and Xie, W.Y. and Li, Y.S. and Jiang, K. and Fang, L.Y.",
TITLE = "REAF: Remembering Enhancement and Entropy-Based Asymptotic Forgetting
for Filter Pruning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "3912-3923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148890"}
@article{bb152974,
AUTHOR = "Ghimire, D. and Lee, K. and Kim, S.H.",
TITLE = "Loss-aware automatic selection of structured pruning criteria for
deep neural network acceleration",
JOURNAL = IVC,
VOLUME = "136",
YEAR = "2023",
PAGES = "104745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148891"}
@article{bb152975,
AUTHOR = "Niu, T. and Teng, Y. and Jin, L. and Zou, P.P. and Liu, Y.D.",
TITLE = "Pruning-and-distillation: One-stage joint compression framework for
CNNs via clustering",
JOURNAL = IVC,
VOLUME = "136",
YEAR = "2023",
PAGES = "104743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148892"}
@article{bb152976,
AUTHOR = "Lv, X.W. and Persello, C. and Zhao, W.F. and Huang, X. and Hu, Z.W. and Ming, D.P. and Stein, A.",
TITLE = "Pruning for image segmentation: Improving computational efficiency
for large-scale remote sensing applications",
JOURNAL = PandRS,
VOLUME = "202",
YEAR = "2023",
PAGES = "13-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148893"}
@article{bb152977,
AUTHOR = "Mondal, M. and Das, B. and Lall, B. and Singh, P. and Roy, S.D. and Joshi, S.D.",
TITLE = "Feature independent Filter Pruning by Successive Layers analysis",
JOURNAL = CVIU,
VOLUME = "236",
YEAR = "2023",
PAGES = "103828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148894"}
@article{bb152978,
AUTHOR = "Zhao, C.L. and Zhang, Y.X. and Ni, B.B.",
TITLE = "Exploiting Channel Similarity for Network Pruning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "5049-5061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148895"}
@article{bb152979,
AUTHOR = "Li, X.Y.L.B.P. and Chen, Z. and Yuan, Y.X.",
TITLE = "Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional
Neural Networks",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3121-3135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148896"}
@article{bb152980,
AUTHOR = "Hou, Y.N. and Ma, Z. and Liu, C.X. and Wang, Z. and Loy, C.C.",
TITLE = "Network pruning via resource reallocation",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148897"}
@article{bb152981,
AUTHOR = "Zhang, Y.X. and Lin, M. and Zhong, Y. and Chao, F. and Ji, R.R.",
TITLE = "Lottery Jackpots Exist in Pre-Trained Models",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14990-15004",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148898"}
@article{bb152982,
AUTHOR = "Kim, N.J. and Kim, H.",
TITLE = "FP-AGL: Filter Pruning With Adaptive Gradient Learning for
Accelerating Deep Convolutional Neural Networks",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "5279-5290",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148899"}
@article{bb152983,
AUTHOR = "Wu, H. and He, R.F. and Tan, H.R. and Qi, X.J. and Huang, K.B.",
TITLE = "Vertical Layering of Quantized Neural Networks for Heterogeneous
Inference",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15964-15978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148900"}
@article{bb152984,
AUTHOR = "Zhang, H. and Liu, L.J. and Kang, B.Y. and Zheng, N.N.",
TITLE = "Hierarchical Model Compression via Shape-Edge Representation of
Feature Maps: An Enlightenment From the Primate Visual System",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "6958-6970",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148901"}
@inproceedings{bb152985,
AUTHOR = "dos Santos, S.F. and Berriel, R. and Oliveira Santos, T. and Sebe, N. and Almeida, J.",
TITLE = "Budget-aware Pruning for Multi-domain Learning",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "II:477-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148902"}
@inproceedings{bb152986,
AUTHOR = "Berriel, R.F. and Lathuillere, S. and Nabi, M. and Klein, T. and Oliveira Santos, T. and Sebe, N. and Ricci, E.",
TITLE = "Budget-Aware Adapters for Multi-Domain Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "382-391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148903"}
@article{bb152987,
AUTHOR = "Yang, L. and Gu, S.Q. and Shen, C.Y. and Zhao, X. and Hu, Q.H.",
TITLE = "Skeleton Neural Networks via Low-Rank Guided Filter Pruning",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7197-7211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148904"}
@article{bb152988,
AUTHOR = "Wang, X.D. and Zheng, Z.D. and He, Y. and Yan, F. and Zeng, Z.Q. and Yang, Y.",
TITLE = "Progressive Local Filter Pruning for Image Retrieval Acceleration",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "9597-9607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148905"}
@article{bb152989,
AUTHOR = "Wong, K.C.L. and Kashyap, S. and Moradi, M.",
TITLE = "Basis scaling and double pruning for efficient inference in
network-based transfer learning",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148906"}
@article{bb152990,
AUTHOR = "Jin, X.Q. and Zhang, D.W. and Wu, Q. and Xiao, X. and Zhao, P. and Zheng, Z.",
TITLE = "Improved SiamCAR with ranking-based pruning and optimization for
efficient UAV tracking",
JOURNAL = IVC,
VOLUME = "141",
YEAR = "2024",
PAGES = "104886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148907"}
@article{bb152991,
AUTHOR = "Pan, J.H. and Yang, S.Y. and Foo, L.G. and Ke, Q.H. and Rahmani, H. and Fan, Z.P. and Liu, J.",
TITLE = "Progressive Channel-Shrinking Network",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2016-2026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148908"}
@article{bb152992,
AUTHOR = "Li, Y. and Zhang, Y.H. and Lai, R.",
TITLE = "TinyPillarNet: Tiny Pillar-Based Network for 3D Point Cloud Object
Detection at Edge",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1772-1785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148909"}
@article{bb152993,
AUTHOR = "Kim, N.J. and Kim, H.",
TITLE = "Trunk Pruning: Highly Compatible Channel Pruning for Convolutional
Neural Networks Without Fine-Tuning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "5588-5599",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148910"}
@article{bb152994,
AUTHOR = "He, Y. and Xiao, L.",
TITLE = "Structured Pruning for Deep Convolutional Neural Networks: A Survey",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "2900-2919",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148911"}
@article{bb152995,
AUTHOR = "He, H.Y. and Cai, J.F. and Liu, J. and Pan, Z.Z. and Zhang, J. and Tao, D.C. and Zhuang, B.",
TITLE = "Pruning Self-Attentions Into Convolutional Layers in Single Path",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3910-3922",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148912"}
@article{bb152996,
AUTHOR = "Yang, L. and Gu, S.Q. and Shen, C.Y. and Zhao, X. and Hu, Q.H.",
TITLE = "Soft independence guided filter pruning",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148913"}
@article{bb152997,
AUTHOR = "Hu, F. and Zhang, J. and Gao, S. and Lin, Y. and Zhou, W. and Wang, R.",
TITLE = "An efficient training-from-scratch framework with BN-based structural
compressor",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148914"}
@article{bb152998,
AUTHOR = "Ran, Q. and Li, M.W. and Zhao, B. and He, Z.P. and Wu, Y.F.",
TITLE = "L1RR: Model Pruning Using Dynamic and Self-Adaptive Sparsity for
Remote-Sensing Target Detection to Prevent Target Feature Loss",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "2026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148915"}
@article{bb152999,
AUTHOR = "Guo, Y. and Gao, W. and Li, G.",
TITLE = "Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks
Under Multiple Constraints",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2060-2076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT148916"}
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