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BOOKTITLE = ICIP19,
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YEAR = "2018",
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AUTHOR = "Zhang, T.Y. and Ye, S. and Zhang, K.Q. and Tang, J. and Wen, W. and Fardad, M. and Wang, Y.Z.",
TITLE = "A Systematic DNN Weight Pruning Framework Using Alternating Direction
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BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 191-207",
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@inproceedings{bb159304,
AUTHOR = "Huang, Q. and Zhou, K. and You, S. and Neumann, U.",
TITLE = "Learning to Prune Filters in Convolutional Neural Networks",
BOOKTITLE = WACV18,
YEAR = "2018",
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@inproceedings{bb159305,
AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
BOOKTITLE = CVPR18,
YEAR = "2018",
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@inproceedings{bb159306,
AUTHOR = "Zhou, Z. and Zhou, W. and Li, H. and Hong, R.",
TITLE = "Online Filter Clustering and Pruning for Efficient Convnets",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "11-15",
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AUTHOR = "Zhu, L.G. and Deng, R.Z. and Maire, M. and Deng, Z.W. and Mori, G. and Tan, P.",
TITLE = "Sparsely Aggregated Convolutional Networks",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XII: 192-208",
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AUTHOR = "Wang, Z. and Zhu, C. and Xia, Z. and Guo, Q. and Liu, Y.",
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global pruning",
BOOKTITLE = ICIP17,
YEAR = "2017",
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AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
TITLE = "ThiNet:
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BOOKTITLE = ICCV17,
YEAR = "2017",
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AUTHOR = "Rueda, F.M. and Grzeszick, R. and Fink, G.A.",
TITLE = "Neuron Pruning for Compressing Deep Networks Using Maxout Architectures",
BOOKTITLE = GCPR17,
YEAR = "2017",
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AUTHOR = "Yang, T.J. and Chen, Y.H. and Sze, V.",
TITLE = "Designing Energy-Efficient Convolutional Neural Networks Using
Energy-Aware Pruning",
BOOKTITLE = CVPR17,
YEAR = "2017",
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AUTHOR = "Guo, J. and Potkonjak, M.",
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BOOKTITLE = ECVW17,
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AUTHOR = "Guo, J.Y. and Zhang, W.C. and Ouyang, W.L. and Xu, D.",
TITLE = "Model Compression Using Progressive Channel Pruning",
JOURNAL = CirSysVideo,
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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,
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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",
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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,
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YEAR = "2023",
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MONTH = "August",
PAGES = "10267-10284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155180"}
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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",
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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.",
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YEAR = "2024",
PAGES = "2016-2026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155182"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155183"}
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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
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AUTHOR = "Cheng, H.R. and Zhang, M. and Shi, J.Q.F.",
TITLE = "Influence Function Based Second-Order Channel Pruning:
Evaluating True Loss Changes for Pruning is Possible Without Retraining",
JOURNAL = PAMI,
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MONTH = "December",
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AUTHOR = "Ma, M. and Zhang, T.Z. and Wang, Z.M. and Wang, Y. and Du, T. and Li, W.H.",
TITLE = "Global Channel Pruning With Self-Supervised Mask Learning",
JOURNAL = CirSysVideo,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155186"}
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AUTHOR = "Ji, F. and Chen, X.W. and Chu, R. and Liu, B.L.",
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JOURNAL = PR,
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AUTHOR = "Li, Y. and Tang, C. and Meng, Y. and Fan, J.J. and Chai, Z.H. and Ma, X.Z. and Wang, Z. and Zhu, W.W.",
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Adaptive ViT Inference",
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YEAR = "2026",
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TITLE = "Information Theoretic Pruning of Coupled Channels in Deep Neural
Networks",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7776-7786",
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AUTHOR = "Gao, S.Q. and Zhang, Y. and Huang, F.H. and Huang, H.",
TITLE = "BilevelPruning: Unified Dynamic and Static Channel Pruning for
Convolutional Neural Networks",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16090-16100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652chpr3.html#TT155190"}
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@inproceedings{bb159328,
AUTHOR = "Long, X. and Zeng, X.R. and Liu, Y. and Qiao, M.",
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BOOKTITLE = ICIVC22,
YEAR = "2022",
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AUTHOR = "Zhao, Y. and Lee, C.K.",
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Filters",
BOOKTITLE = "ICPR22",
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BOOKTITLE = ECCV22,
YEAR = "2022",
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AUTHOR = "Joo, D.G. and Kim, D. and Yi, E. and Kim, J.",
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BOOKTITLE = ECV22,
YEAR = "2022",
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AUTHOR = "Wang, Z. and Li, C.C.",
TITLE = "Channel Pruning via Lookahead Search Guided Reinforcement Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
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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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BOOKTITLE = WACV22,
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AUTHOR = "Cho, S. and Kim, H. and Kwon, J.",
TITLE = "Filter Pruning Via Softmax Attention",
BOOKTITLE = ICIP21,
YEAR = "2021",
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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.",
TITLE = "Feature Variance Ratio-guided Channel Pruning for Deep Convolutional
Network Acceleration",
BOOKTITLE = ACCV20,
YEAR = "2020",
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@inproceedings{bb159338,
AUTHOR = "Duan, H.R. and Li, H.",
TITLE = "Channel Pruning for Accelerating Convolutional Neural Networks via
Wasserstein Metric",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:492-505",
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AUTHOR = "Lee, M.K. and Lee, S. and Lee, S.H. and Song, B.C.",
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Convolutional Neural Networks",
BOOKTITLE = ICIP20,
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AUTHOR = "Guo, S. and Wang, Y. and Li, Q. and Yan, J.",
TITLE = "DMCP: Differentiable Markov Channel Pruning for Neural Networks",
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AUTHOR = "Liu, Z. and Mu, H. and Zhang, X. and Guo, Z. and Yang, X. and Cheng, K. and Sun, J.",
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BOOKTITLE = ICCV19,
YEAR = "2019",
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AUTHOR = "Hu, Y. and Sun, S. and Li, J. and Zhu, J. and Wang, X. and Gu, Q.",
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BOOKTITLE = ICIP19,
YEAR = "2019",
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AUTHOR = "Wang, W. and Zhu, L.Q.",
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AUTHOR = "Kaplan, C. and Bulbul, A.",
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AUTHOR = "Yao, K.X. and Cao, F.L. and Leung, Y. and Liang, J.",
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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
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AUTHOR = "Zhang, H.J. and An, L. and Chu, V.W. and Stow, D.A. and Liu, X.B. and Ding, Q.H.",
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@article{bb159348,
AUTHOR = "Yao, J. and Wang, D.D. and Hu, H. and Xing, W.W. and Wang, L.Q.",
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AUTHOR = "Tahiri, Y. and Seddik, M.E. and Tamaazousti, M.",
TITLE = "Optimization-Based Neural Networks Compression",
BOOKTITLE = ICIP21,
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@article{bb159350,
AUTHOR = "Rueckauer, B. and Liu, S.C.",
TITLE = "Contraction of Dynamically Masked Deep Neural Networks for Efficient
Video Processing",
JOURNAL = CirSysVideo,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155214"}
@inproceedings{bb159351,
AUTHOR = "Wang, Z.Z. and Qin, M.H. and Chen, Y.K.",
TITLE = "Learning from the CNN-based Compressed Domain",
BOOKTITLE = WACV22,
YEAR = "2022",
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@article{bb159353,
AUTHOR = "Ji, Y.W. and Wang, Q.",
TITLE = "Fast CP-compression layer:
Tensor CP-decomposition to compress layers in deep learning",
JOURNAL = IET-IPR,
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YEAR = "2022",
NUMBER = "9",
PAGES = "2535-2543",
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155218"}
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AUTHOR = "Young, S.I. and Zhe, W. and Taubman, D. and Girod, B.",
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JOURNAL = PAMI,
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NUMBER = "9",
MONTH = "September",
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AUTHOR = "Mo, R.Y. and Lai, S.Q. and Yan, Y. and Chai, Z.H. and Wei, X.L.",
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JOURNAL = PR,
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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,
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YEAR = "2022",
NUMBER = "13",
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@article{bb159358,
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,
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YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3378-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155222"}
@article{bb159359,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155223"}
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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#TT155224"}
@article{bb159361,
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#TT155225"}
@article{bb159362,
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#TT155226"}
@article{bb159363,
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#TT155227"}
@article{bb159364,
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#TT155228"}
@article{bb159365,
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#TT155229"}
@article{bb159366,
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#TT155230"}
@article{bb159367,
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#TT155231"}
@inproceedings{bb159368,
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#TT155232"}
@article{bb159369,
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#TT155233"}
@article{bb159370,
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#TT155234"}
@article{bb159371,
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#TT155235"}
@article{bb159372,
AUTHOR = "Wang, Z.Y. and Xie, X.M. and Zhao, Q.H. and Shi, G.M.",
TITLE = "Filter Clustering for Compressing CNN Model With Better Feature
Diversity",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7385-7397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155236"}
@article{bb159373,
AUTHOR = "Tan, Q.F. and Yang, X. and Qiu, C. and Jiang, Y. and He, J.Z. and Liu, J. and Wu, Y.H.",
TITLE = "SCCMDet: Adaptive Sparse Convolutional Networks Based on Class Maps
for Real-Time Onboard Detection in Unmanned Aerial Vehicle Remote
Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155237"}
@article{bb159374,
AUTHOR = "Hu, K.D. and Xie, Z.X. and Hu, Q.H.",
TITLE = "Lightweight convolutional neural networks with context broadcast
transformer for real-time semantic segmentation",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155238"}
@article{bb159375,
AUTHOR = "Nguyen, T.T. and Nguyen, T.P.",
TITLE = "Rescaling large datasets based on validation outcomes of a
pre-trained network",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "73-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155239"}
@article{bb159376,
AUTHOR = "Wang, H.X. and Ling, P.Y. and Fan, X. and Tu, T. and Zheng, J.J. and Chen, H. and Jin, Y. and Chen, E.",
TITLE = "All-in-One Hardware-Oriented Model Compression for Efficient
Multi-Hardware Deployment",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12345-12359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155240"}
@article{bb159377,
AUTHOR = "Yang, S. and Liu, F. and Chen, D. and Huang, H.X. and Zhou, J.",
TITLE = "Few-Shot Classification Model Compression via School Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12244-12257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155241"}
@article{bb159378,
AUTHOR = "Gao, C.S. and Jiang, Y.H. and Wu, S.Q. and Ma, Y.F. and Li, L. and Liu, D.",
TITLE = "IMOFC: Identity-Level Metric Optimized Feature Compression for
Identification Tasks",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1855-1869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155242"}
@article{bb159379,
AUTHOR = "Justo, J.A. and Langer, D.D. and Berg, S. and Nieke, J. and Ionescu, R.T. and Kjeldsberg, P.G. and Johansen, T.A.",
TITLE = "Hyperspectral Image Segmentation for Optimal Satellite Operations:
In-Orbit Deployment of 1D-CNN",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155243"}
@article{bb159380,
AUTHOR = "Zhang, L.L. and Hu, X. and Liao, X. and Zhou, T. and Peng, Y.X.",
TITLE = "FLQ: Design and implementation of hybrid multi-base full logarithmic
quantization neural network acceleration architecture based on FPGA",
JOURNAL = SP:IC,
VOLUME = "134",
YEAR = "2025",
PAGES = "117270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155244"}
@article{bb159381,
AUTHOR = "Fan, C.X. and Guo, D. and Wang, Z.Q. and Wang, M.",
TITLE = "Multi-Objective Convex Quantization for Efficient Model Compression",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2313-2329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155245"}
@inproceedings{bb159382,
AUTHOR = "Fan, C.X. and Wang, Z.Q. and Guo, D. and Wang, M.",
TITLE = "Data-Free Quantization via Pseudo-label Filtering",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5589-5598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155246"}
@article{bb159383,
AUTHOR = "Fischer, K. and Brand, F. and Kaup, A.",
TITLE = "Boosting Neural Image Compression for Machines Using Latent Space
Masking",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3719-3731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155247"}
@article{bb159384,
AUTHOR = "Cai, Y.G. and Xing, P. and Gao, X.S.",
TITLE = "High Efficient 3D Convolution Feature Compression",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3732-3744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155248"}
@article{bb159385,
AUTHOR = "Yang, X.X. and Zheng, Z.S. and Zheng, H.Q. and Ge, Z.D. and Liu, X.T. and Zhang, B. and Lv, J.Y.",
TITLE = "LCNet: Lightweight real-time image classification network based on
efficient multipath dynamic attention mechanism and dynamic threshold
convolution",
JOURNAL = IVC,
VOLUME = "159",
YEAR = "2025",
PAGES = "105576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155249"}
@article{bb159386,
AUTHOR = "Bich, P. and Enttsel, A. and Prono, L. and Marchioni, A. and Pareschi, F. and Mangia, M. and Setti, G. and Rovatti, R.",
TITLE = "On the Universal Approximation Properties of Deep Neural Networks
Using MAM Neurons",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8297-8304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155250"}
@inproceedings{bb159387,
AUTHOR = "Wang, Q.Y. and Cardiff, B. and Frappe, A. and Larras, B. and John, D.",
TITLE = "Tiny Models are the Computational Saver for Large Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVI: 163-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155251"}
@inproceedings{bb159388,
AUTHOR = "Yang, X.Y. and Wang, X.C.",
TITLE = "Neural Metamorphosis",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIV: 1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155252"}
@inproceedings{bb159389,
AUTHOR = "Xiong, Y.Z. and Chen, H. and Hao, T.X. and Lin, Z. and Han, J.G. and Zhang, Y.S. and Wang, G.X. and Bao, Y.J. and Ding, G.G.",
TITLE = "PYRA: Parallel Yielding Re-activation for Training-inference Efficient
Task Adaptation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IX: 455-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155253"}
@inproceedings{bb159390,
AUTHOR = "Misra, D. and Chaudhary, M. and Goyal, A. and Runwal, B. and Chen, P.Y.",
TITLE = "Uncovering the Hidden Cost of Model Compression",
BOOKTITLE = Prompting24,
YEAR = "2024",
PAGES = "1611-1621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155254"}
@inproceedings{bb159391,
AUTHOR = "Xie, J.J. and Zhang, Y.X. and Lin, M. and Lin, Z.H. and Cao, L.J. and Ji, R.R.",
TITLE = "UniPTS: A Unified Framework for Proficient Post-Training Sparsity",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5746-5755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155255"}
@inproceedings{bb159392,
AUTHOR = "Zhang, H.X. and Zhou, Y.F. and Wang, G.H.",
TITLE = "Dense Vision Transformer Compression with Few Samples",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15825-15834",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155256"}
@inproceedings{bb159393,
AUTHOR = "Nasery, A. and Shah, H. and Suggala, A.S. and Jain, P.",
TITLE = "End-to-End Neural Network Compression via l1/l2 Regularized Latency
Surrogates",
BOOKTITLE = MobileAI24,
YEAR = "2024",
PAGES = "5866-5877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155257"}
@inproceedings{bb159394,
AUTHOR = "Guo, Y. and Li, Z. and Lang, Y.L. and Ren, Q.Y.",
TITLE = "ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with
Hybrid Computation",
BOOKTITLE = ECV24,
YEAR = "2024",
PAGES = "8075-8084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155258"}
@inproceedings{bb159395,
AUTHOR = "van Betteray, A. and Rottmann, M. and Kahl, K.",
TITLE = "MGiaD: Multigrid in all dimensions. Efficiency and robustness by
weight sharing and coarsening in resolution and channel dimensions*",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1284-1293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155259"}
@inproceedings{bb159396,
AUTHOR = "Vo, Q.H. and Tran, L.T. and Bae, S.H. and Kim, L.W. and Hong, C.S.",
TITLE = "MST-compression: Compressing and Accelerating Binary Neural Networks
with Minimum Spanning Tree",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6068-6077",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155260"}
@inproceedings{bb159397,
AUTHOR = "Shi, Y.M. and Bai, S.H. and Wei, X. and Gong, R. and Yang, J.",
TITLE = "Lossy and Lossless (L2) Post-training Model Size Compression",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17500-17510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155261"}
@inproceedings{bb159398,
AUTHOR = "Nooralinejad, P. and Abbasi, A. and Koohpayegani, S.A. and Meibodi, K.P. and Khan, R.M.S. and Kolouri, S. and Pirsiavash, H.",
TITLE = "PRANC: Pseudo RAndom Networks for Compacting deep models",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16975-16985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155262"}
@inproceedings{bb159399,
AUTHOR = "Xu, K.X. and Lee, A.H.X. and Zhao, Z.Y. and Wang, Z. and Wu, M. and Lin, W.S.",
TITLE = "Metagrad: Adaptive Gradient Quantization with Hypernetworks",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "276-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT155263"}
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