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BOOKTITLE = WACV22,
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AUTHOR = "Lin, R. and Ran, J. and Wang, D.P. and Chiu, K.H. and Wong, N.",
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AUTHOR = "Cho, S. and Kim, H. and Kwon, J.",
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BOOKTITLE = ICIP21,
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AUTHOR = "Shen, S.B. and Li, R.P. and Zhao, Z.F. and Zhang, H.G. and Zhou, Y.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
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AUTHOR = "He, J.J. and Chen, B. and Ding, Y.Z. and Li, D.X.",
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Network Acceleration",
BOOKTITLE = ACCV20,
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@inproceedings{bb159866,
AUTHOR = "Duan, H.R. and Li, H.",
TITLE = "Channel Pruning for Accelerating Convolutional Neural Networks via
Wasserstein Metric",
BOOKTITLE = ACCV20,
YEAR = "2020",
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@inproceedings{bb159867,
AUTHOR = "Lee, M.K. and Lee, S. and Lee, S.H. and Song, B.C.",
TITLE = "Channel Pruning Via Gradient Of Mutual Information For Light-Weight
Convolutional Neural Networks",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1751-1755",
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@inproceedings{bb159868,
AUTHOR = "Guo, S. and Wang, Y. and Li, Q. and Yan, J.",
TITLE = "DMCP: Differentiable Markov Channel Pruning for Neural Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1536-1544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155732"}
@inproceedings{bb159869,
AUTHOR = "Liu, Z. and Mu, H. and Zhang, X. and Guo, Z. and Yang, X. and Cheng, K. and Sun, J.",
TITLE = "MetaPruning: Meta Learning for Automatic Neural Network Channel
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BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3295-3304",
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@inproceedings{bb159870,
AUTHOR = "Hu, Y. and Sun, S. and Li, J. and Zhu, J. and Wang, X. and Gu, Q.",
TITLE = "Multi-Loss-Aware Channel Pruning of Deep Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "889-893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155734"}
@article{bb159871,
AUTHOR = "Wang, W. and Zhu, L.Q.",
TITLE = "Structured feature sparsity training for convolutional neural network
compression",
JOURNAL = JVCIR,
VOLUME = "71",
YEAR = "2020",
PAGES = "102867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155735"}
@article{bb159872,
AUTHOR = "Kaplan, C. and Bulbul, A.",
TITLE = "Goal driven network pruning for object recognition",
JOURNAL = PR,
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YEAR = "2021",
PAGES = "107468",
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@article{bb159873,
AUTHOR = "Yao, K.X. and Cao, F.L. and Leung, Y. and Liang, J.",
TITLE = "Deep neural network compression through interpretability-based filter
pruning",
JOURNAL = PR,
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155737"}
@article{bb159874,
AUTHOR = "Gowdra, N. and Sinha, R. and MacDonell, S. and Yan, W.Q.",
TITLE = "Mitigating severe over-parameterization in deep convolutional neural
networks through forced feature abstraction and compression with an
entropy-based heuristic",
JOURNAL = PR,
VOLUME = "119",
YEAR = "2021",
PAGES = "108057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155738"}
@article{bb159875,
AUTHOR = "Zhang, H.J. and An, L. and Chu, V.W. and Stow, D.A. and Liu, X.B. and Ding, Q.H.",
TITLE = "Learning Adjustable Reduced Downsampling Network for Small Object
Detection in Urban Environments",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155739"}
@article{bb159876,
AUTHOR = "Yao, J. and Wang, D.D. and Hu, H. and Xing, W.W. and Wang, L.Q.",
TITLE = "ADCNN: Towards learning adaptive dilation for convolutional neural
networks",
JOURNAL = PR,
VOLUME = "123",
YEAR = "2022",
PAGES = "108369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155740"}
@inproceedings{bb159877,
AUTHOR = "Tahiri, Y. and Seddik, M.E. and Tamaazousti, M.",
TITLE = "Optimization-Based Neural Networks Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3512-3516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155741"}
@article{bb159878,
AUTHOR = "Rueckauer, B. and Liu, S.C.",
TITLE = "Contraction of Dynamically Masked Deep Neural Networks for Efficient
Video Processing",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "621-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155742"}
@inproceedings{bb159879,
AUTHOR = "Wang, Z.Z. and Qin, M.H. and Chen, Y.K.",
TITLE = "Learning from the CNN-based Compressed Domain",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "4000-4008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155743"}
@article{bb159880,
AUTHOR = "Kirchhoffer, H. and Haase, P. and Samek, W. and Muller, K. and Rezazadegan Tavakoli, H. and Cricri, F. and Aksu, E.B. and Hannuksela, M.M. and Jiang, W. and Wang, W. and Liu, S. and Jain, S. and Hamidi Rad, S. and Racape, F. and Bailer, W.",
TITLE = "Overview of the Neural Network Compression and Representation (NNR)
Standard",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "3203-3216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155744"}
@article{bb159881,
AUTHOR = "Ji, Y.W. and Wang, Q.",
TITLE = "Fast CP-compression layer:
Tensor CP-decomposition to compress layers in deep learning",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "9",
PAGES = "2535-2543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155745"}
@article{bb159882,
AUTHOR = "Zhang, L.F. and Bao, C.L. and Ma, K.S.",
TITLE = "Self-Distillation: Towards Efficient and Compact Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4388-4403",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155746"}
@article{bb159883,
AUTHOR = "Young, S.I. and Zhe, W. and Taubman, D. and Girod, B.",
TITLE = "Transform Quantization for CNN Compression",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5700-5714",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155747"}
@article{bb159884,
AUTHOR = "Mo, R.Y. and Lai, S.Q. and Yan, Y. and Chai, Z.H. and Wei, X.L.",
TITLE = "Dimension-aware attention for efficient mobile networks",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108899",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155748"}
@article{bb159885,
AUTHOR = "Yan, T.W. and Zhang, N. and Li, J. and Liu, W.C. and Chen, H.",
TITLE = "Automatic Deployment of Convolutional Neural Networks on FPGA for
Spaceborne Remote Sensing Application",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155749"}
@article{bb159886,
AUTHOR = "Liu, Y.F. and Cao, J.J. and Li, B. and Hu, W.M. and Maybank, S.J.",
TITLE = "Learning to Explore Distillability and Sparsability:
A Joint Framework for Model Compression",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3378-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155750"}
@article{bb159887,
AUTHOR = "Tian, Q. and Arbel, T. and Clark, J.J.",
TITLE = "Grow-push-prune: Aligning deep discriminants for effective structural
network compression",
JOURNAL = CVIU,
VOLUME = "231",
YEAR = "2023",
PAGES = "103682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155751"}
@article{bb159888,
AUTHOR = "Guo, S. and Lai, B.L. and Yang, S. and Zhao, J. and Shen, F.",
TITLE = "Sensitivity pruner: Filter-Level compression algorithm for deep
neural networks",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155752"}
@article{bb159889,
AUTHOR = "Zhu, Y.Y. and Xie, L. and Xie, Z.F. and Yin, M. and Yin, G.",
TITLE = "FSConv: Flexible and separable convolution for convolutional neural
networks compression",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155753"}
@article{bb159890,
AUTHOR = "Lu, W.Z. and Chen, M.R. and Guo, K. and Li, W.Y.",
TITLE = "Cascaded Compressed Sensing Networks",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "364-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155754"}
@article{bb159891,
AUTHOR = "Guo, L. and Zhao, Y.B. and Gao, J.D.",
TITLE = "Compression of Vehicle and Pedestrian Detection Network Based on YOLOv3
Model",
JOURNAL = IEICE,
VOLUME = "E106-D",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "735-745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155755"}
@article{bb159892,
AUTHOR = "Peng, P. and You, M.Y. and Jiang, K. and Lian, Y.Z. and Xu, W.S.",
TITLE = "MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization
Method for Mobile CNN-Based Applications",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2438-2453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155756"}
@article{bb159893,
AUTHOR = "Zhang, C.Y. and Li, C. and Guo, B. and Liao, N.N.",
TITLE = "Neural Network Compression via Low Frequency Preference",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155757"}
@article{bb159894,
AUTHOR = "Wu, J. and Zhu, D. and Fang, L.Y. and Deng, Y. and Zhong, Z.",
TITLE = "Efficient Layer Compression Without Pruning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4689-4700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155758"}
@article{bb159895,
AUTHOR = "Chen, J. and Bai, S.P. and Huang, T.X. and Wang, M.M. and Tian, G.Z. and Liu, Y.",
TITLE = "Data-Free Quantization via Mixed-Precision Compensation without
Fine-Tuning",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155759"}
@inproceedings{bb159896,
AUTHOR = "Bai, S.P. and Chen, J. and Shen, X. and Qian, Y.X. and Liu, Y.",
TITLE = "Unified Data-Free Compression: Pruning and Quantization without
Fine-Tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5853-5862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155760"}
@article{bb159897,
AUTHOR = "Duan, W.H. and Liu, Z.H. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
TITLE = "Differential Weight Quantization for Multi-Model Compression",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "6397-6410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155761"}
@article{bb159898,
AUTHOR = "Lan, W.C. and Cheung, Y.M. and Jiang, J. and Hu, Z.K. and Li, M.K.",
TITLE = "Compact Neural Network via Stacking Hybrid Units",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "103-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155762"}
@article{bb159899,
AUTHOR = "Bai, S.P. and Chen, J. and Yang, Y. and Liu, Y.",
TITLE = "Multi-Dimension Compression of Feed-Forward Network in Vision
Transformers",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "56-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155763"}
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