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Publisher : springer nature

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Academic Journal

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression.

Authors : Wang, Ziwei¹ (AUTHOR); Lu, Jiwen¹ (AUTHOR) ; Xiao, Han¹ (AUTHOR)

Source: International Journal of Computer Vision. Jul2023, Vol. 131 Issue 7, p1761-1783. 23p.

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Academic Journal

Model compression and simplification pipelines for fast deep neural network inference in FPGAs in HEP.

Authors : Francescato, Simone¹ (AUTHOR); Giagu, Stefano² (AUTHOR); Riti, Federica³ (AUTHOR)

Source: European Physical Journal C -- Particles & Fields. Nov2021, Vol. 81 Issue 11, p1-10. 10p.

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Academic Journal

Towards compressed and efficient CNN architectures via pruning.

Authors : Narkhede, Meenal¹ (AUTHOR) ; Mahajan, Shrinivas¹ (AUTHOR) ; Bartakke, Prashant¹ (AUTHOR)

Source: Information Retrieval Journal. Dec2024, Vol. 27 Issue 1, p1-16. 16p.

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Academic Journal

Learning lightweight tea detector with reconstructed feature and dual distillation.

Authors : Zheng, Zhe¹ (AUTHOR); Zuo, Guanpeng¹ (AUTHOR); Zhang, Wu^1,2 (AUTHOR)

Source: Scientific Reports. 10/10/2024, Vol. 14 Issue 1, p1-16. 16p.

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Academic Journal

A multi-agent reinforcement learning based approach for automatic filter pruning.

Authors : Li, Zhemin¹ (AUTHOR); Zuo, Xiaojing¹ (AUTHOR); Song, Yiping¹ (AUTHOR)

Source: Scientific Reports. 12/28/2024, Vol. 14 Issue 1, p1-15. 15p.

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Academic Journal

Multi-target Knowledge Distillation via Student Self-reflection.

Authors : Gou, Jianping¹ (AUTHOR); Xiong, Xiangshuo² (AUTHOR); Yu, Baosheng³ (AUTHOR)

Source: International Journal of Computer Vision. Jul2023, Vol. 131 Issue 7, p1857-1874. 18p.

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Academic Journal

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio.

Authors : Chen, Zhengsu¹ (AUTHOR); Xie, Lingxi² (AUTHOR); Niu, Jianwei¹ (AUTHOR)

Source: International Journal of Computer Vision. Mar2022, Vol. 130 Issue 3, p820-835. 16p.

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Academic Journal

Erratum to: Model compression and simplification pipelines for fast deep neural network inference in FPGAs in HEP.

Authors : Francescato, Simone¹ (AUTHOR); Giagu, Stefano² (AUTHOR); Riti, Federica³ (AUTHOR)

Source: European Physical Journal C -- Particles & Fields. Dec2021, Vol. 81 Issue 12, p1-1. 1p.

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Academic Journal

Efficient urinary stone type prediction: a novel approach based on self-distillation.

Authors : Liu, Kun^1,2 (AUTHOR); Zhang, Xuanqi¹ (AUTHOR); Yu, Haiyun¹ (AUTHOR)

Source: Scientific Reports. 10/10/2024, Vol. 14 Issue 1, p1-14. 14p.

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Academic Journal

Online cross-layer knowledge distillation on graph neural networks with deep supervision.

Authors : Guo, Jiongyu¹ (AUTHOR); Chen, Defang² (AUTHOR); Wang, Can² (AUTHOR)

Source: Neural Computing & Applications. Oct2023, Vol. 35 Issue 30, p22359-22374. 16p.

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نتائج البحث

فلترة النتائج

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression.

Model compression and simplification pipelines for fast deep neural network inference in FPGAs in HEP.

Towards compressed and efficient CNN architectures via pruning.

Learning lightweight tea detector with reconstructed feature and dual distillation.

A multi-agent reinforcement learning based approach for automatic filter pruning.

Multi-target Knowledge Distillation via Student Self-reflection.

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio.

Erratum to: Model compression and simplification pipelines for fast deep neural network inference in FPGAs in HEP.

Efficient urinary stone type prediction: a novel approach based on self-distillation.

Online cross-layer knowledge distillation on graph neural networks with deep supervision.

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