Zobrazeno 1 - 10
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pro vyhledávání: '"Zabihzadeh, Davood"'
Autor:
Mousavirad, Seyed Jalaleddin, Rezaee, Khosro, Almazyad, Abdulaziz S., Mohamed, Ali Wagdy, Zabihzadeh, Davood, Pourvahab, Mehran, Oliva, Diego
Publikováno v:
In Alexandria Engineering Journal December 2024 109:126-143
Deep Metric Learning (DML) learns a non-linear semantic embedding from input data that brings similar pairs together while keeping dissimilar data away from each other. To this end, many different methods are proposed in the last decade with promisin
Externí odkaz:
http://arxiv.org/abs/2107.01130
Metric learning algorithms aim to learn a distance function that brings the semantically similar data items together and keeps dissimilar ones at a distance. The traditional Mahalanobis distance learning is equivalent to find a linear projection. In
Externí odkaz:
http://arxiv.org/abs/2106.06420
An important challenge in metric learning is scalability to both size and dimension of input data. Online metric learning algorithms are proposed to address this challenge. Existing methods are commonly based on (Passive Aggressive) PA approach. Henc
Externí odkaz:
http://arxiv.org/abs/2010.03268
Publikováno v:
Robust metric learning based on the rescaled hinge loss. International Journal of Machine Learning and Cybernetics 11 (2020): 2515-2528
Distance/Similarity learning is a fundamental problem in machine learning. For example, kNN classifier or clustering methods are based on a distance/similarity measure. Metric learning algorithms enhance the efficiency of these methods by learning an
Externí odkaz:
http://arxiv.org/abs/1904.11711
Similarity/Distance measures play a key role in many machine learning, pattern recognition, and data mining algorithms, which leads to the emergence of metric learning field. Many metric learning algorithms learn a global distance function from data
Externí odkaz:
http://arxiv.org/abs/1804.01900
Autor:
Mousavirad, Seyed Jalaleddin, Oliva, Diego, Chakrabortty, Ripon K., Zabihzadeh, Davood, Hinojosa, Salvador
Publikováno v:
In Knowledge-Based Systems 7 June 2022 245
Autor:
Zabihzadeh, Davood, Masoudifar, Mina
Publikováno v:
Multimedia Tools & Applications; May2024, Vol. 83 Issue 18, p54147-54164, 18p
Publikováno v:
In Computers and Electrical Engineering June 2020 84
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