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Academic Journal

DL-SCALE: a novel deep learning-based model order upscaling scheme for solving topology optimization problems.

Authors : Kallioras, Nikos Ath.¹ (AUTHOR); Lagaros, Nikos D.¹ (AUTHOR)

Source: Neural Computing & Applications. Jun2021, Vol. 33 Issue 12, p7125-7144. 20p.

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Selective Wavelet Attention Learning for Single Image Deraining.

Authors : Huang, Huaibo^1,2,3 (AUTHOR); Yu, Aijing^1,2,3 (AUTHOR); Chai, Zhenhua⁴ (AUTHOR)

Source: International Journal of Computer Vision. Apr2021, Vol. 129 Issue 4, p1282-1300. 19p.

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Academic Journal

Connections between deep learning and partial differential equations.

Authors : BURGER, M.¹ (AUTHOR) ; E, W.² (AUTHOR) ; RUTHOTTO, L.³ (AUTHOR)

Source: European Journal of Applied Mathematics. Jun2021, Vol. 32 Issue 3, p395-396. 2p.

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Estimation method for inverse problems with linear forward operator and its application to magnetization estimation from magnetic force microscopy images using deep learning.

Authors : Kawakami, Hajime¹ (AUTHOR) ; Kudo, Hajime¹ (AUTHOR)

Source: Inverse Problems in Science & Engineering. Dec2021, Vol. 29 Issue 12, p2131-2164. 34p.

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Academic Journal

From 'loose fitting' to high-performance, uncertainty-aware brain-age modelling.

Authors : Hahn, Tim¹ (AUTHOR) ; Fisch, Lukas¹ (AUTHOR); Ernsting, Jan^1,2 (AUTHOR)

Source: Brain: A Journal of Neurology. Mar2021, Vol. 144 Issue 3, pe31-e31. 1p.

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Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation.

Authors : Bahri, Mehdi¹ (AUTHOR) ; O' Sullivan, Eimear¹ (AUTHOR); Gong, Shunwang¹ (AUTHOR)

Source: International Journal of Computer Vision. Sep2021, Vol. 129 Issue 9, p2680-2713. 34p.

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Academic Journal

Matrix SegNet: A Practical Deep Learning Framework for Landslide Mapping from Images of Different Areas with Different Spatial Resolutions.

Authors : Yu, Bo¹ (AUTHOR) ; Chen, Fang^1,2,3,4 (AUTHOR) ; Xu, Chong⁵ (AUTHOR)

Source: Remote Sensing. Aug2021, Vol. 13 Issue 16, p3158-3158. 1p.

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Academic Journal

Overview of accurate coresets.

Authors : Jubran, Ibrahim¹ (AUTHOR) ; Maalouf, Alaa¹ (AUTHOR); Feldman, Dan¹ (AUTHOR)

Source: WIREs: Data Mining & Knowledge Discovery. Nov/Dec2021, Vol. 11 Issue 6, p1-27. 27p.

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Academic Journal

Research on Industry 4.0 and on key related technologies in Vietnam: A bibliometric analysis using Scopus.

Authors : Pham‐Duc, Binh¹ (AUTHOR); Tran, Trung^2,3 (AUTHOR) ; Le, Hien‐Thu‐Thi³ (AUTHOR)

Source: Learned Publishing. Jul2021, Vol. 34 Issue 3, p414-428. 15p.

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Academic Journal

TopoResNet: A Hybrid Deep Learning Architecture and Its Application to Skin Lesion Classification †.

Authors : Hu, Chuan-Shen¹ (AUTHOR) ; Lawson, Austin² (AUTHOR) ; Chen, Jung-Sheng³ (AUTHOR)

Source: Mathematics (2227-7390). Nov2021, Vol. 9 Issue 22, p2924-2924. 1p.

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