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Toward Prototypical Part Interpretable Similarity Learning With ProtoMetric

• Authors : Yuki Ukai; Tsubasa Hirakawa; Takayoshi Yamashita

Subjects: ‘This looks like that’ framework; ProtoPNet; inherently interpretable models

• Source: IEEE Access, Vol 11, Pp 62986-62997 (2023)

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Graph-Based Self-Training for Semi-Supervised Deep Similarity Learning.

• Authors : Wang, Yifan^1,2 (AUTHOR); Huang, Yan^1,2 (AUTHOR); Wang, Qicong^1,2 (AUTHOR)

• Source: Sensors (14248220). Apr2023, Vol. 23 Issue 8, p3944. 17p.

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A Novel Deep Similarity Learning Approach to Electronic Health Records Data

• Authors : Vagisha Gupta; Shelly Sachdeva; Subhash Bhalla

Subjects: Convolutional neural networks; deep learning; electronic health records

• Source: IEEE Access, Vol 8, Pp 209278-209295 (2020)

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Convolutional neural network-based multimodal image fusion via similarity learning in the shearlet domain.

• Authors : Hermessi, Haithem¹ ; Mourali, Olfa¹ ; Zagrouba, Ezzeddine¹

• Source: Neural Computing & Applications. Oct2018, Vol. 30 Issue 7, p2029-2045. 17p.

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SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATION

• Authors : Chen, Yiqiang; Duffner, Stefan; Stoian, Andrei ...

Subjects: Video surveillance; Person re-identification; Deep learningAthenes; Greece

• Source: International conference on image processing ; https://hal.science/hal-01895355 ; International conference on image processing, Oct 2018, Athenes, Greece

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Convolutional neural network-based multimodal image fusion via similarity learning in the shearlet domain

• Authors : Olfa Mourali; Ezzeddine Zagrouba; Haithem Hermessi

Subjects: Normalization (statistics); Image fusion; business.industry

• Source: Neural Computing and Applications. 30:2029-2045

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Robust Representation Learning via Sparse Attention Mechanism for Similarity Models

• Authors : Alina Ermilova; Nikita Baramiia; Valerii Kornilov

Subjects: Deep learning; efficient transformer; robust transformer

• Source: IEEE Access, Vol 12, Pp 97833-97850 (2024)

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A regression deep learning approach for fashion compatibility

• Authors : Silva, Luís; Gomes, Ivan; Araújo, C. Mendes

Subjects: Visual Search; Deep learning; Outfit

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The Best of Two Worlds: Deep Learning-assisted Template Attack

• Authors : Lichao Wu; Guilherme Perin; Stjepan Picek

Subjects: Side-channel Analysis; Similarity learning; Triplet network

• Source: Transactions on Cryptographic Hardware and Embedded Systems, Vol 2022, Iss 3 (2022)

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Siamese Visual Object Tracking: A Survey

• Authors : Milan Ondrasovic; Peter Tarabek

Subjects: Visual object tracking; deep learning; Siamese neural networks

• Source: IEEE Access, Vol 9, Pp 110149-110172 (2021)

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