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FaceNet: A unified embedding for face recognition and clustering
Article
Article
Florian Schroff; Dmitry Kalenichenko; James Philbin · OpenAlex · 2015
Despite significant recent advances in the field of face recognition [10, 14, 15, 17], implementing face verification and recognition efficiently at scale presents serious challenges to current approaches. In this paper ...
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IMPROVEMENTS IN EPOXY RESIN EMBEDDING METHODS
Article
Article
John H. Luft · The Journal of Cell Biology · 1961
Epoxy embedding methods of Glauert and Kushida have been modified so as to yield rapid, reproducible, and convenient embedding methods for electron microscopy. The sections are robust and tissue damage is less than with ...
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Nonlinear Dimensionality Reduction by Locally Linear Embedding
Article
Article
Sam T. Roweis; Lawrence K. Saul · Science · 2000
Many areas of science depend on exploratory data analysis and visualization. The need to analyze large amounts of multivariate data raises the fundamental problem of dimensionality reduction: how to discover compact repr...
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Reversed graph embedding resolves complex single-cell trajectories
Article
Article
Xiaojie Qiu; Qi Mao; Ying Tang; Li Wang; Raghav Chawla; Hannah A. Pliner; Cole Trapnell · Nature Methods · 2017
Subjects / keywords: Embedding; Graph embedding; Computational biology; Cell fate determination; Graph; Computer science; Biology; Gene; Transcription factor; Lineage (genetic); Theoretical computer science; Genetics
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Material complementario
Dynamic Graph CNN for Learning on Point Clouds
Article
Article
Yue Wang; Yongbin Sun; Ziwei Liu; Sanjay E. Sarma; Michael M. Bronstein; Justin Solomon · ACM Transactions on Graphics · 2019
Point clouds provide a flexible geometric representation suitable for countless applications in computer graphics; they also comprise the raw output of most 3D data acquisition devices. While hand-designed features on po...
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Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories
Text / resource
Text / resource
Chen, Tianyu; Wang, Zeyu; Li, Lin; Li, Ding; Li, Zongyang; Chang, Xiaoning; Bian, Pan; Liang, Guangtai · Dagstuhl Research Online Publication Server · 2025
Functionality-specific vulnerabilities, which mainly occur in Application Programming Interfaces (APIs) with specific functionalities, are crucial for software developers to detect and avoid. When detecting individual fu...
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Material complementario
Embedded-atom method: Derivation and application to impurities, surfaces, and other defects in metals
Article
Article
Murray S. Daw; M. I. Baskes · Physical review. B, Condensed matter · 1984
We develop the embedded-atom method [Phys. Rev. Lett. 50, 1285 (1983)], based on density-functional theory, as a new means of calculating ground-state properties of realistic metal systems. We derive an expression for th...
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