@inproceedings{bb159000,
        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#TT154864"}

@inproceedings{bb159001,
        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#TT154865"}

@inproceedings{bb159002,
        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#TT154866"}

@inproceedings{bb159003,
        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#TT154867"}

@inproceedings{bb159004,
        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#TT154868"}

@inproceedings{bb159005,
        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#TT154869"}

@inproceedings{bb159006,
        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#TT154870"}

@inproceedings{bb159007,
        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#TT154871"}

@inproceedings{bb159008,
        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#TT154872"}

@inproceedings{bb159009,
        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#TT154873"}

@article{bb159010,
        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#TT154874"}

@article{bb159011,
        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#TT154875"}

@inproceedings{bb159012,
        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#TT154876"}

@article{bb159013,
        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#TT154877"}

@inproceedings{bb159014,
        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#TT154878"}

@inproceedings{bb159015,
        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#TT154879"}

@article{bb159016,
        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#TT154880"}

@article{bb159017,
        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#TT154881"}

@article{bb159018,
        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#TT154882"}

@article{bb159019,
        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#TT154883"}

@article{bb159020,
        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#TT154884"}

@article{bb159021,
        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#TT154885"}

@article{bb159022,
        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#TT154886"}

@article{bb159023,
        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#TT154887"}

@article{bb159024,
        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#TT154888"}

@article{bb159025,
        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#TT154889"}

@article{bb159026,
        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#TT154890"}

@inproceedings{bb159027,
        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#TT154891"}

@article{bb159028,
        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#TT154892"}

@article{bb159029,
        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#TT154893"}

@article{bb159030,
        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#TT154894"}

@article{bb159031,
        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#TT154895"}

@article{bb159032,
        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#TT154896"}

@article{bb159033,
        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#TT154897"}

@article{bb159034,
        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#TT154898"}

@article{bb159035,
        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#TT154899"}

@article{bb159036,
        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#TT154900"}

@article{bb159037,
        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#TT154901"}

@article{bb159038,
        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#TT154902"}

@article{bb159039,
        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#TT154903"}

@article{bb159040,
        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#TT154904"}

@inproceedings{bb159041,
        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#TT154905"}

@article{bb159042,
        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#TT154906"}

@article{bb159043,
        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#TT154907"}

@article{bb159044,
        AUTHOR = "Wang, J.L. and Cui, Z.Y. and Zang, Z.P. and Meng, X.J. and Cao, Z.J.",
        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#TT154908"}

@article{bb159045,
        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#TT154909"}

@article{bb159046,
        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#TT154910"}

@inproceedings{bb159047,
        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#TT154911"}

@article{bb159048,
        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#TT154912"}

@article{bb159049,
        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#TT154913"}

@article{bb159050,
        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#TT154914"}

@article{bb159051,
        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#TT154915"}

@article{bb159052,
        AUTHOR = "Lei, Y. and Wang, D. and Yang, S.H. 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#TT154916"}

@article{bb159053,
        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#TT154917"}

@article{bb159054,
        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#TT154918"}

@article{bb159055,
        AUTHOR = "Wang, Z.Y. and Xie, X.M. and Luo, H. and Huang, T. and Dong, W.S. and Xiong, K. and Liu, Y.X. and Li, X.Y. and Wang, F. and Shi, G.M.",
        TITLE = "Compressing Vision Transformer from the View of Model Property in
Frequency Domain",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8059-8077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154919"}

@article{bb159056,
        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#TT154920"}

@article{bb159057,
        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#TT154921"}

@article{bb159058,
        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#TT154922"}

@article{bb159059,
        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#TT154923"}

@article{bb159060,
        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#TT154924"}

@article{bb159061,
        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#TT154925"}

@article{bb159062,
        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#TT154926"}

@article{bb159063,
        AUTHOR = "Zhang, Y.X. and Lin, M.B. and Zhong, Y.S. 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#TT154927"}

@article{bb159064,
        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#TT154928"}

@article{bb159065,
        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#TT154929"}

@article{bb159066,
        AUTHOR = "Zhang, H.N. 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#TT154930"}

@inproceedings{bb159067,
        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#TT154931"}

@inproceedings{bb159068,
        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#TT154932"}

@article{bb159069,
        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#TT154933"}

@article{bb159070,
        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#TT154934"}

@article{bb159071,
        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#TT154935"}

@article{bb159072,
        AUTHOR = "Jin, X.Q. and Zhang, D.W. and Wu, Q. and Xiao, X. and Zhao, P.S. and Zheng, Z.L.",
        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#TT154936"}

@article{bb159073,
        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#TT154937"}

@article{bb159074,
        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#TT154938"}

@article{bb159075,
        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#TT154939"}

@article{bb159076,
        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#TT154940"}

@article{bb159077,
        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#TT154941"}

@article{bb159078,
        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#TT154942"}

@article{bb159079,
        AUTHOR = "Shi, M. and Liu, C. and Jiao, J.B. and Ye, Q.X.",
        TITLE = "Self-supervised feature-gate coupling for dynamic network pruning",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154943"}

@article{bb159080,
        AUTHOR = "Luo, H. and Zhuang, Z. and Li, Y.Q. and Tan, M.K. and Chen, C. and Zhang, J.L.",
        TITLE = "Toward Compact and Robust Model Learning Under Dynamically Perturbed
Environments",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4857-4873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154944"}

@article{bb159081,
        AUTHOR = "Poh, S.C. and Chan, C.S. and Lim, C.K.",
        TITLE = "Efficient label-free pruning and retraining for Text-VQA Transformers",
        JOURNAL = PRL,
        VOLUME = "183",
        YEAR = "2024",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154945"}

@article{bb159082,
        AUTHOR = "Yin, W.F. and Dong, G. and An, D. and Zhao, Y.Q. and Wang, B.Q.",
        TITLE = "Easy Pruning via Coresets and Structural Re-Parameterization",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1725-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154946"}

@article{bb159083,
        AUTHOR = "Jayasimhan, A. and Pabitha, P.",
        TITLE = "ResPrune: An energy-efficient restorative filter pruning method using
stochastic optimization for accelerating CNN",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154947"}

@article{bb159084,
        AUTHOR = "Bicici, U.C. and Meral, T.H.S. and Akarun, L.",
        TITLE = "Conditional Information Gain Trellis",
        JOURNAL = PRL,
        VOLUME = "184",
        YEAR = "2024",
        PAGES = "212-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154948"}

@article{bb159085,
        AUTHOR = "Hedegaard, L. and Alok, A. and Jose, J. and Iosifidis, A.",
        TITLE = "Structured pruning adapters",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154949"}

@article{bb159086,
        AUTHOR = "Fakhfakh, M. and Chaari, L.",
        TITLE = "Bayesian Optimization for Sparse Neural Networks With Trainable
Activation Functions",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6699-6712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154950"}

@article{bb159087,
        AUTHOR = "Diao, H. and Li, G.Y. and Xu, S.Y. and Kong, C. and Wang, W. and Liu, S. and He, Y.F.",
        TITLE = "Self-distillation enhanced adaptive pruning of convolutional neural
networks",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154951"}

@article{bb159088,
        AUTHOR = "Li, J.H. and Xu, M. and Chen, H. and Liu, W.C. and Chen, L. and Xie, Y.Z.",
        TITLE = "Spatio-Temporal Pruning for Training Ultra-Low-Latency Spiking Neural
Networks in Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "17",
        PAGES = "3200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154952"}

@article{bb159089,
        AUTHOR = "Bayasi, N. and Hamarneh, G. and Garbi, R.",
        TITLE = "GC2: Generalizable Continual Classification of Medical Images",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3767-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154953"}

@article{bb159090,
        AUTHOR = "Cheng, H.R. and Zhang, M. and Shi, J.Q.F.",
        TITLE = "A Survey on Deep Neural Network Pruning: Taxonomy, Comparison,
Analysis, and Recommendations",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10558-10578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154954"}

@article{bb159091,
        AUTHOR = "Huang, F. and Zhou, W.B. and Huang, Y. and Ding, X.H.",
        TITLE = "Efficient Training Acceleration via Sample-Wise Dynamic Probabilistic
Pruning",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "3034-3038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154955"}

@article{bb159092,
        AUTHOR = "Liu, D.B. and Bai, X. and Zhao, R.N. and Deng, X.J. and Yang, L.T.",
        TITLE = "Dual-Grained Lightweight Strategy",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10228-10245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154956"}

@article{bb159093,
        AUTHOR = "Li, Y.S. and Zhang, X. and Xie, W.Y. and Zhang, J.Q. and Fang, L.Y. and Du, J.W.",
        TITLE = "Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "12837-12848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154957"}

@article{bb159094,
        AUTHOR = "Hao, Y.B. and Zhou, D.S. and Wang, Z.C. and Ngo, C.W. and Wang, M.",
        TITLE = "PosMLP-Video: Spatial and Temporal Relative Position Encoding for
Efficient Video Recognition",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5820-5840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154958"}

@article{bb159095,
        AUTHOR = "Lee, D. and Lee, E. and Kang, J. and Hwang, Y.",
        TITLE = "Pruning networks at once via nuclear norm-based regularization and
bi-level optimization",
        JOURNAL = CVIU,
        VOLUME = "251",
        YEAR = "2025",
        PAGES = "104247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154959"}

@article{bb159096,
        AUTHOR = "Li, Q.L. and Wang, Q. and Qin, Y.B. and Dong, X.Y. and Wu, X. and Chen, S.M. and Liu, W. and Liu, Y.J. and Luo, J.B.",
        TITLE = "DRC: Discrete Representation Classifier with Salient Features via
Fixed-Prototype",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "118-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154960"}

@article{bb159097,
        AUTHOR = "de Cabrera, F. and Vila Insa, M. and Riba, J.",
        TITLE = "Conditional Dependence via U-Statistics Pruning",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "981-985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154961"}

@article{bb159098,
        AUTHOR = "Zhang, C. and Yang, X. and Yu, S.M. and Dou, R.J. and Liu, L.Y.",
        TITLE = "ISQ: Intermediate-Value Slip Quantization for Accumulator-Aware
Training",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "976-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154962"}

@article{bb159099,
        AUTHOR = "Ren, D.D. and Li, W.B. and Huo, J. and Wang, L. and Pan, H.B. and Gao, Y.",
        TITLE = "Leveraging Frequency Analysis for Image Denoising Network Pruning",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1660-1671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154963"}

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