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Akademický článek

Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation.

Autor: Amjad RA, Liu K, Geiger BC

Publikováno v: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2022 Dec; Vol. 33 (12), pp. 7842-7852. Date of Electronic Publication: 2022 Nov 30.

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Akademický článek

Demographic variation and risk factors regarding breast cancer among females in Southern Punjab, Pakistan.

Autor: Ahmad W; Department of Animal Sciences, Quaid-i-Azam University, Islamabad, Pakistan., Firasat S; Department of Animal Sciences, Quaid-i-Azam University, Islamabad, Pakistan., Akhtar MS; Department of Clinical Oncology, Bahawalpur Institute of Nuclear Medicine and Oncology (BINO), Bahawalpur, Pakistan., Afshan K; Department of Animal Sciences, Quaid-i-Azam University Islamabad., Jabeen K; Department of Clinical Oncology, Bahawalpur Institute of Nuclear Medicine and Oncology (BINO), Bahawalpur, Pakistan., Amjad RA; Department of Clinical Oncology, Bahawalpur Institute of Nuclear Medicine and Oncology (BINO), Bahawalpur, Pakistan.

Publikováno v: JPMA. The Journal of the Pakistan Medical Association [J Pak Med Assoc] 2021 Jul; Vol. 71 (7), pp. 1749-1756.

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Akademický článek

Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle.

Autor: Amjad RA, Geiger BC

Publikováno v: IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2020 Sep; Vol. 42 (9), pp. 2225-2239. Date of Electronic Publication: 2019 Apr 02.

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Akademický článek

End-to-end acceleration of the YOLO object detection framework on FPGA-only devices.

Autor: Zhang, Dezheng^1,2 (AUTHOR), Wang, Aibin^1,2 (AUTHOR), Mo, Ruchan^1,2 (AUTHOR), Wang, Dong^1,2 (AUTHOR) wangdong@bjtu.edu.cn

Publikováno v: Neural Computing & Applications. Jan2024, Vol. 36 Issue 3, p1067-1089. 23p.

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Akademický článek

Membership inference attacks against compression models.

Autor: Jin, Yong¹ (AUTHOR) jinyong@zjtobacco.com, Lou, Weidong¹ (AUTHOR), Gao, Yanghua¹ (AUTHOR)

Publikováno v: Computing. Nov2023, Vol. 105 Issue 11, p2419-2442. 24p.

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Akademický článek

An adaptive joint optimization framework for pruning and quantization.

Autor: Li, Xiaohai, Yang, Xiaodong, Zhang, Yingwei, Yang, Jianrong, Chen, Yiqiang

Publikováno v: International Journal of Machine Learning & Cybernetics; Nov2024, Vol. 15 Issue 11, p5199-5215, 17p

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Akademický článek

Family history and breast cancer risk for Asian women: a systematic review and meta-analysis.

Autor: Wang, Heran^1,2 (AUTHOR), MacInnis, Robert J.^1,3 (AUTHOR), Li, Shuai^1,4,5,6 (AUTHOR) shuai.li@unimelb.edu.au

Publikováno v: BMC Medicine. 7/3/2023, Vol. 21 Issue 1, p1-13. 13p.

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Akademický článek

Cross-Domain Gated Learning for Domain Generalization.

Autor: Du, Dapeng¹ (AUTHOR), Chen, Jiawei² (AUTHOR), Li, Yuexiang² (AUTHOR), Ma, Kai² (AUTHOR), Wu, Gangshan¹ (AUTHOR), Zheng, Yefeng² (AUTHOR) yefengzheng@tencent.com, Wang, Limin¹ (AUTHOR) lmwang@nju.edu.cn

Publikováno v: International Journal of Computer Vision. Nov2022, Vol. 130 Issue 11, p2842-2857. 16p.

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Akademický článek

Review of Lightweight Deep Convolutional Neural Networks.

Autor: Chen, Fanghui, Li, Shouliang, Han, Jiale, Ren, Fengyuan, Yang, Zhen

Publikováno v: Archives of Computational Methods in Engineering; May2024, Vol. 31 Issue 4, p1915-1937, 23p

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