@inproceedings{bb142000,
        AUTHOR = "Wu, Y. and Liu, C. and Chen, B. and Chien, S.",
        TITLE = "Constraint-Aware Importance Estimation for Global Filter Pruning
under Multiple Resource Constraints",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "2935-2943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137996"}

@inproceedings{bb142001,
        AUTHOR = "Gain, A. and Kaushik, P. and Siegelmann, H.",
        TITLE = "Adaptive Neural Connections for Sparsity Learning",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3177-3182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137997"}

@inproceedings{bb142002,
        AUTHOR = "Ramakrishnan, R.K. and Sari, E. and Nia, V.P.",
        TITLE = "Differentiable Mask for Pruning Convolutional and Recurrent Networks",
        BOOKTITLE = CRV20,
        YEAR = "2020",
        PAGES = "222-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137998"}

@inproceedings{bb142003,
        AUTHOR = "Blakeney, C. and Yan, Y. and Zong, Z.",
        TITLE = "Is Pruning Compression?: Investigating Pruning Via Network Layer
Similarity",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "903-911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT137999"}

@inproceedings{bb142004,
        AUTHOR = "Verma, V.K. and Singh, P. and Namboodiri, V.P. and Rai, P.",
        TITLE = "A 'Network Pruning Network' Approach to Deep Model Compression",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2998-3007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138000"}

@inproceedings{bb142005,
        AUTHOR = "Gao, S. and Liu, X. and Chien, L. and Zhang, W. and Alvarez, J.M.",
        TITLE = "VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep
Residual Networks",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "2980-2988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138001"}

@inproceedings{bb142006,
        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
Pruning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3295-3304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138002"}

@inproceedings{bb142007,
        AUTHOR = "Zhou, Y. and Zhang, Y. and Wang, Y. and Tian, Q.",
        TITLE = "Accelerate CNN via Recursive Bayesian Pruning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3305-3314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138003"}

@inproceedings{bb142008,
        AUTHOR = "Molchanov, P. and Mallya, A. and Tyree, S. and Frosio, I. and Kautz, J.",
        TITLE = "Importance Estimation for Neural Network Pruning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11256-11264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138004"}

@inproceedings{bb142009,
        AUTHOR = "Webster, R. and Rabin, J. and Simon, L. and Jurie, F.",
        TITLE = "Detecting Overfitting of Deep Generative Networks via Latent Recovery",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11265-11274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138005"}

@inproceedings{bb142010,
        AUTHOR = "Lemaire, C. and Achkar, A. and Jodoin, P.M.",
        TITLE = "Structured Pruning of Neural Networks With Budget-Aware Regularization",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9100-9108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138006"}

@inproceedings{bb142011,
        AUTHOR = "Ding, X.O. and Ding, G.G. and Guo, Y.C. and Han, J.G.",
        TITLE = "Centripetal SGD for Pruning Very Deep Convolutional Networks With
Complicated Structure",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4938-4948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138007"}

@inproceedings{bb142012,
        AUTHOR = "He, Y. and Ding, Y.H. and Liu, P. and Zhu, L.C. and Zhang, H.W. and Yang, Y.",
        TITLE = "Learning Filter Pruning Criteria for Deep Convolutional Neural
Networks Acceleration",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2006-2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138008"}

@inproceedings{bb142013,
        AUTHOR = "He, Y. and Liu, P. and Wang, Z.W. and Hu, Z.L. and Yang, Y.",
        TITLE = "Filter Pruning via Geometric Median for Deep Convolutional Neural
Networks Acceleration",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4335-4344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138009"}

@inproceedings{bb142014,
        AUTHOR = "Zhao, C.L. and Ni, B.B. and Zhang, J. and Zhao, Q.W. and Zhang, W.J. and Tian, Q.",
        TITLE = "Variational Convolutional Neural Network Pruning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2775-2784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138010"}

@inproceedings{bb142015,
        AUTHOR = "Lin, S.H. and Ji, R.R. and Yan, C.Q. and Zhang, B.C. and Cao, L.J. and Ye, Q.X. and Huang, F.Y. and Doermann, D.",
        TITLE = "Towards Optimal Structured CNN Pruning via Generative Adversarial
Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2785-2794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138011"}

@inproceedings{bb142016,
        AUTHOR = "Mummadi, C.K. and Genewein, T. and Zhang, D. and Brox, T. and Fischer, V.",
        TITLE = "Group Pruning Using a Bounded-Lp Norm for Group Gating and
Regularization",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "139-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138012"}

@inproceedings{bb142017,
        AUTHOR = "Wang, W.T. and Li, H.L. and Lin, W.S. and Chiang, C.M. and Tsai, Y.M.",
        TITLE = "Architecture-Aware Network Pruning for Vision Quality Applications",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2701-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138013"}

@inproceedings{bb142018,
        AUTHOR = "Zhang, Y.X. and Wang, H.A. and Luo, Y. and Yu, L. and Hu, H.J. and Shan, H.G. and Quek, T.Q.S.",
        TITLE = "Three-Dimensional Convolutional Neural Network Pruning with
Regularization-Based Method",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4270-4274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138014"}

@inproceedings{bb142019,
        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/pattern652nnp2.html#TT138015"}

@inproceedings{bb142020,
        AUTHOR = "Yu, R. and Li, A. and Chen, C. and Lai, J. and Morariu, V.I. and Han, X. and Gao, M. and Lin, C. and Davis, L.S.",
        TITLE = "NISP: Pruning Networks Using Neuron Importance Score Propagation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9194-9203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138016"}

@inproceedings{bb142021,
        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
Method of Multipliers",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 191-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138017"}

@inproceedings{bb142022,
        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",
        PAGES = "709-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138018"}

@inproceedings{bb142023,
        AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
        TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8532-8541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138019"}

@inproceedings{bb142024,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138020"}

@inproceedings{bb142025,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138021"}

@inproceedings{bb142026,
        AUTHOR = "Wang, Z. and Zhu, C. and Xia, Z. and Guo, Q. and Liu, Y.",
        TITLE = "Towards thinner convolutional neural networks through gradually
global pruning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3939-3943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138022"}

@inproceedings{bb142027,
        AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
        TITLE = "ThiNet:
A Filter Level Pruning Method for Deep Neural Network Compression",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5068-5076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138023"}

@inproceedings{bb142028,
        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",
        PAGES = "177-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138024"}

@inproceedings{bb142029,
        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",
        PAGES = "6071-6079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138025"}

@inproceedings{bb142030,
        AUTHOR = "Guo, J. and Potkonjak, M.",
        TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
        BOOKTITLE = ECVW17,
        YEAR = "2017",
        PAGES = "430-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT138026"}

@article{bb142031,
        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#TT138027"}

@article{bb142032,
        AUTHOR = "Kaplan, C. and Bulbul, A.",
        TITLE = "Goal driven network pruning for object recognition",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138028"}

@article{bb142033,
        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,
        VOLUME = "119",
        YEAR = "2021",
        PAGES = "108056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138029"}

@article{bb142034,
        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#TT138030"}

@article{bb142035,
        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",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138031"}

@article{bb142036,
        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#TT138032"}

@inproceedings{bb142037,
        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#TT138033"}

@article{bb142038,
        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#TT138034"}

@inproceedings{bb142039,
        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#TT138035"}

@article{bb142040,
        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#TT138036"}

@article{bb142041,
        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#TT138037"}

@article{bb142042,
        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#TT138038"}

@article{bb142043,
        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#TT138039"}

@article{bb142044,
        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#TT138040"}

@article{bb142045,
        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#TT138041"}

@article{bb142046,
        AUTHOR = "Liu, Y.F. and Cao, J.J. and Li, B. and Hu, W.M. and Maybank, S.",
        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#TT138042"}

@article{bb142047,
        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#TT138043"}

@article{bb142048,
        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#TT138044"}

@article{bb142049,
        AUTHOR = "Zhu, Y.Y. and Xie, L. and Xie, Z. 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#TT138045"}

@article{bb142050,
        AUTHOR = "Lu, W.Z. and Chen, M. 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#TT138046"}

@article{bb142051,
        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#TT138047"}

@article{bb142052,
        AUTHOR = "Peng, P. and You, M.Y. and Jiang, K. and Lian, Y. 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#TT138048"}

@article{bb142053,
        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#TT138049"}

@article{bb142054,
        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#TT138050"}

@article{bb142055,
        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#TT138051"}

@inproceedings{bb142056,
        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#TT138052"}

@article{bb142057,
        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#TT138053"}

@article{bb142058,
        AUTHOR = "Lan, W.C. and Cheung, Y.M. and Jiang, J. and Hu, Z. and Li, M.",
        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#TT138054"}

@article{bb142059,
        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#TT138055"}

@article{bb142060,
        AUTHOR = "Wang, Z.Y. and Xie, X.M. and Zhao, Q. 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#TT138056"}

@article{bb142061,
        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#TT138057"}

@inproceedings{bb142062,
        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#TT138058"}

@inproceedings{bb142063,
        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#TT138059"}

@inproceedings{bb142064,
        AUTHOR = "Shi, Y. 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#TT138060"}

@inproceedings{bb142065,
        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#TT138061"}

@inproceedings{bb142066,
        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#TT138062"}

@inproceedings{bb142067,
        AUTHOR = "Hesse, R. and Schaub Meyer, S. and Roth, S.",
        TITLE = "Content-Adaptive Downsampling in Convolutional Neural Networks",
        BOOKTITLE = ECV23,
        YEAR = "2023",
        PAGES = "4544-4553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138063"}

@inproceedings{bb142068,
        AUTHOR = "Hu, T. and Lin, M. and You, L. and Chao, F. and Ji, R.R.",
        TITLE = "Discriminator-Cooperated Feature Map Distillation for GAN Compression",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20351-20360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138064"}

@inproceedings{bb142069,
        AUTHOR = "Koryakovskiy, I. and Yakovleva, A. and Buchnev, V. and Isaev, T. and Odinokikh, G.",
        TITLE = "One-Shot Model for Mixed-Precision Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7939-7949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138065"}

@inproceedings{bb142070,
        AUTHOR = "Ma, Y.X. and Li, H.X. and Zheng, X. and Xiao, X.F. and Wang, R. and Wen, S.L. and Pan, X. and Chao, F. and Ji, R.R.",
        TITLE = "Solving Oscillation Problem in Post-Training Quantization Through a
Theoretical Perspective",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7950-7959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138066"}

@inproceedings{bb142071,
        AUTHOR = "Manjah, D. and Cacciarelli, D. and Benkedadra, M. and Standaert, B. and de Hertaing, G.R. and Macq, B. and Galland, S. and de Vleeschouwer, C.",
        TITLE = "Stream-Based Active Distillation for Scalable Model Deployment",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4999-5007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138067"}

@inproceedings{bb142072,
        AUTHOR = "Xu, X.W. and Wang, Z.W. and Zhou, J. and Lu, J.W.",
        TITLE = "Binarizing Sparse Convolutional Networks for Efficient Point Cloud
Analysis",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "5313-5322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138068"}

@inproceedings{bb142073,
        AUTHOR = "Lin, C. and Peng, B. and Li, Z. and Tan, W.M. and Ren, Y. and Xiao, J. and Pu, S.L.",
        TITLE = "Bit-shrinking: Limiting Instantaneous Sharpness for Improving
Post-training Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16196-16205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138069"}

@inproceedings{bb142074,
        AUTHOR = "Cai, J.X. and Qi, Z. and Fu, K.Q. and Shi, X. and Li, Z. and Liu, X.Y. and Liu, H.",
        TITLE = "Pbcstereo: A Compressed Stereo Network with Pure Binary Convolutional
Operations",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "III:626-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138070"}

@inproceedings{bb142075,
        AUTHOR = "Kim, S. and Kim, D.Y. and Moon, J.",
        TITLE = "Deep Neural Network Compression for Image Inpainting",
        BOOKTITLE = CADK22,
        YEAR = "2022",
        PAGES = "99-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138071"}

@inproceedings{bb142076,
        AUTHOR = "Given, N.A.",
        TITLE = "LCS: Learning Compressible Subspaces for Efficient, Adaptive,
Real-Time Network Compression at Inference Time",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "3807-3816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138072"}

@inproceedings{bb142077,
        AUTHOR = "Gordon, C. and Chng, S.F. and MacDonald, L. and Lucey, S.",
        TITLE = "On Quantizing Implicit Neural Representations",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "341-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138073"}

@inproceedings{bb142078,
        AUTHOR = "Pham, C. and Hoang, T. and Do, T.T.",
        TITLE = "Collaborative Multi-Teacher Knowledge Distillation for Learning Low
Bit-width Deep Neural Networks",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6424-6432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138074"}

@inproceedings{bb142079,
        AUTHOR = "Horton, M. and Jin, Y.Z. and Farhadi, A. and Rastegari, M.",
        TITLE = "Layer-Wise Data-Free CNN Compression",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2019-2026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138075"}

@inproceedings{bb142080,
        AUTHOR = "Andreev, P. and Fritzler, A.",
        TITLE = "Quantization of Generative Adversarial Networks for Efficient
Inference: A Methodological Study",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2179-2185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138076"}

@inproceedings{bb142081,
        AUTHOR = "Liu, Y.C. and Wentzlaff, D. and Kung, S.Y.",
        TITLE = "Class-Discriminative CNN Compression",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2070-2077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138077"}

@inproceedings{bb142082,
        AUTHOR = "Fu, S.M. and Wang, H.L. and Cao, Y.C. and Hu, H.J. and Peng, B. and Tan, W.M. and Ye, T.Q.",
        TITLE = "Meta-BNS FOR Adversarial Data-Free Quantization",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4038-4042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138078"}

@inproceedings{bb142083,
        AUTHOR = "Wang, W. and Chen, Z. and Wang, Z. and Lin, J. and Xu, L. and Lin, W.S.",
        TITLE = "Channel-Wise Bit Allocation for Deep Visual Feature Quantization",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3978-3982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138079"}

@inproceedings{bb142084,
        AUTHOR = "Tech, G. and Haase, P. and Becking, D. and Kirchhoffer, H. and Muller, K. and Pfaff, J. and Schwarz, H. and Samek, W. and Marpe, D. and Wiegand, T.",
        TITLE = "History Dependent Significance Coding for Incremental Neural Network
Compression",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3541-3545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138080"}

@inproceedings{bb142085,
        AUTHOR = "Santamaria, M. and Cricri, F. and Lainema, J. and Youvalari, R.G. and Zhang, H.L. and Hannuksela, M.M.",
        TITLE = "Content-Adaptive Neural Network Post-Processing Filter with NNR-Coded
Weight-Updates",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2251-2255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138081"}

@inproceedings{bb142086,
        AUTHOR = "Chen, T.A. and Yang, D.N. and Chen, M.S.",
        TITLE = "AlignQ: Alignment Quantization with ADMM-based Correlation
Preservation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12528-12537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138082"}

@inproceedings{bb142087,
        AUTHOR = "Chen, B. and Bakhshi, A. and Batista, G. and Ng, B. and Chin, T.J.",
        TITLE = "Update Compression for Deep Neural Networks on the Edge",
        BOOKTITLE = MobileAI22,
        YEAR = "2022",
        PAGES = "3075-3085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138083"}

@inproceedings{bb142088,
        AUTHOR = "Sun, X.L. and Hassani, A. and Wang, Z.Y. and Huang, G. and Shi, H.",
        TITLE = "DiSparse: Disentangled Sparsification for Multitask Model Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12372-12382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138084"}

@inproceedings{bb142089,
        AUTHOR = "Dong, X. and de Salvo, B. and Li, M. and Liu, C. and Qu, Z. and Kung, H.T. and Li, Z.",
        TITLE = "SplitNets: Designing Neural Architectures for Efficient Distributed
Computing on Head-Mounted Systems",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12549-12559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138085"}

@inproceedings{bb142090,
        AUTHOR = "Hou, Z.J. and Qin, M.H. and Sun, F. and Ma, X.L. and Yuan, K. and Xu, Y. and Chen, Y.K. and Jin, R. and Xie, Y. and Kung, S.Y.",
        TITLE = "CHEX: CHannel EXploration for CNN Model Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12277-12288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138086"}

@inproceedings{bb142091,
        AUTHOR = "Yin, M. and Sui, Y. and Yang, W. and Zang, X. and Gong, Y. and Yuan, B.",
        TITLE = "HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural
Networks",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12289-12298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138087"}

@inproceedings{bb142092,
        AUTHOR = "Alwani, M. and Wang, Y. and Madhavan, V.",
        TITLE = "DECORE: Deep Compression with Reinforcement Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12339-12349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138088"}

@inproceedings{bb142093,
        AUTHOR = "Wang, H.Y. and Liu, J.J. and Ma, X. and Yong, Y. and Chai, Z.H. and Wu, J.X.",
        TITLE = "Compressing Models with Few Samples: Mimicking then Replacing",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "691-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138089"}

@inproceedings{bb142094,
        AUTHOR = "Kag, A. and Saligrama, V.",
        TITLE = "Condensing CNNs with Partial Differential Equations",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "600-609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138090"}

@inproceedings{bb142095,
        AUTHOR = "Chikin, V. and Antiukh, M.",
        TITLE = "Data-Free Network Compression via Parametric Non-uniform Mixed
Precision Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "450-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138091"}

@inproceedings{bb142096,
        AUTHOR = "Ren, Y.X. and Wu, J. and Xiao, X.F. and Yang, J.C.",
        TITLE = "Online Multi-Granularity Distillation for GAN Compression",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6773-6783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138092"}

@inproceedings{bb142097,
        AUTHOR = "Lohit, S. and Jones, M.",
        TITLE = "Model Compression Using Optimal Transport",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3645-3654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138093"}

@inproceedings{bb142098,
        AUTHOR = "Tayyab, M. and Khan, F.A. and Mahalanobis, A.",
        TITLE = "Compressing Deep CNNs Using Basis Representation and Spectral
Fine-Tuning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3537-3541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138094"}

@inproceedings{bb142099,
        AUTHOR = "Papadimitriou, D. and Jain, S.",
        TITLE = "Data-Driven Low-Rank Neural Network Compression",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3547-3551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138095"}

Last update:Apr 18, 2024 at 11:38:49