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AUTHOR = "Alqahtani, A. and Xie, X.H. and Essa, E. and Jones, M.W.",
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AUTHOR = "Ioannidis, V.N. and Chen, S. and Giannakis, G.B.",
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JOURNAL = PAMI,
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AUTHOR = "Tofigh, S. and Ahmad, M.O. and Swamy, M.N.S.",
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AUTHOR = "Camci, E. and Gupta, M. and Wu, M. and Lin, J.",
TITLE = "QLP: Deep Q-Learning for Pruning Deep Neural Networks",
JOURNAL = CirSysVideo,
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AUTHOR = "Xu, K.X. and Wang, Z. and Geng, X. and Wu, M. and Li, X.L. and Lin, W.S.",
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PAGES = "8059-8077",
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AUTHOR = "Ye, H.C. and Zhang, B. and Chen, T. and Fan, J.Y. and Wang, B.",
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Multitask CNNs",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
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AUTHOR = "Ghimire, D. and Lee, K. and Kim, S.H.",
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TITLE = "Pruning-and-distillation: One-stage joint compression framework for
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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",
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PAGES = "103828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154032"}
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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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PAGES = "5049-5061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154033"}
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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,
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PAGES = "3121-3135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154034"}
@article{bb158170,
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,
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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,
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AUTHOR = "Kim, N.J. and Kim, H.",
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Accelerating Deep Convolutional Neural Networks",
JOURNAL = MultMed,
VOLUME = "25",
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PAGES = "5279-5290",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154037"}
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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,
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PAGES = "15964-15978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154038"}
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AUTHOR = "Zhang, H. and Liu, L.J. and Kang, B.Y. and Zheng, N.N.",
TITLE = "Hierarchical Model Compression via Shape-Edge Representation of
Feature Maps: An Enlightenment From the Primate Visual System",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154039"}
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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#TT154040"}
@inproceedings{bb158176,
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",
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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,
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PAGES = "7197-7211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154042"}
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AUTHOR = "Wang, X.D. and Zheng, Z.D. and He, Y. and Yan, F. and Zeng, Z.Q. and Yang, Y.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154043"}
@article{bb158179,
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,
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YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154044"}
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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
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154045"}
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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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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,
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YEAR = "2024",
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MONTH = "March",
PAGES = "1772-1785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154047"}
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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/pattern652nnp2.html#TT154048"}
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AUTHOR = "He, Y. and Xiao, L.",
TITLE = "Structured Pruning for Deep Convolutional Neural Networks: A Survey",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
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MONTH = "May",
PAGES = "2900-2919",
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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#TT154050"}
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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#TT154051"}
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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
compressor",
JOURNAL = PR,
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YEAR = "2024",
PAGES = "110546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154052"}
@article{bb158188,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154053"}
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AUTHOR = "Guo, Y. and Gao, W. and Li, G.",
TITLE = "Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks
Under Multiple Constraints",
JOURNAL = IJCV,
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PAGES = "2060-2076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154054"}
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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,
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AUTHOR = "Luo, H. and Zhuang, Z. and Li, Y.Q. and Tan, M.K. and Chen, C. and Zhang, J.L.",
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MONTH = "June",
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@article{bb158192,
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#TT154057"}
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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,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154058"}
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AUTHOR = "Jayasimhan, A. and Pabitha, P.",
TITLE = "ResPrune: An energy-efficient restorative filter pruning method using
stochastic optimization for accelerating CNN",
JOURNAL = PR,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154059"}
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AUTHOR = "Bicici, U.C. and Meral, T.H.S. and Akarun, L.",
TITLE = "Conditional Information Gain Trellis",
JOURNAL = PRL,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154060"}
@article{bb158196,
AUTHOR = "Hedegaard, L. and Alok, A. and Jose, J. and Iosifidis, A.",
TITLE = "Structured pruning adapters",
JOURNAL = PR,
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YEAR = "2024",
PAGES = "110724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154061"}
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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#TT154062"}
@article{bb158198,
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,
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YEAR = "2025",
PAGES = "110942",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT154063"}
@article{bb158199,
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#TT154064"}
Last update:Jan 8, 2026 at 12:52:16