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Considerations for Using Loaner Instrument Sets: A Collaborative Process. [PDF]
AORN JAlvino RT.
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The effect of strain rate on adhesion in the purple sea urchin (Strongylocentrotus purpuratus). [PDF]
Biol OpenLutek K, Stark AY.
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Correction: BRAFV600E-Driven Lung Adenocarcinoma Requires Copper to Sustain Autophagic Signaling and Processing. [PDF]
Mol Cancer ResTsang T +5 more
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Correction to: scAnno: a deconvolution strategy-based automatic cell type annotation tool for single-cell RNA-sequencing data sets. [PDF]
Brief Bioinformeuropepmc +1 more source
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IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
To date, almost all experimental evaluations of machine learning-based recognition algorithms in computer vision have taken the form of "closed set" recognition, whereby all testing classes are known at training time. A more realistic scenario for vision applications is "open set" recognition, where incomplete knowledge of the world is present at ...
Walter J. Scheirer +3 more
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To date, almost all experimental evaluations of machine learning-based recognition algorithms in computer vision have taken the form of "closed set" recognition, whereby all testing classes are known at training time. A more realistic scenario for vision applications is "open set" recognition, where incomplete knowledge of the world is present at ...
Walter J. Scheirer +3 more
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Contrastive Open Set Recognition
Proceedings of the AAAI Conference on Artificial Intelligence, 2023In conventional recognition tasks, models are only trained to recognize learned targets, but it is usually difficult to collect training examples of all potential categories. In the testing phase, when models receive test samples from unknown classes, they mistakenly classify the samples into known classes.
Baile Xu, Furao Shen, Jian Zhao 0013
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Acta Mathematica Hungarica, 1997
Various kinds of generalized open sets are studied together in this article. The author considers monotone mappings \(\gamma:\exp X\to \exp X\) (monotone in the sense that \(A\subset B\) implies \(\gamma(a)\subset \gamma(B)\)), and develops properties common to several classes of generalized open sets.
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Various kinds of generalized open sets are studied together in this article. The author considers monotone mappings \(\gamma:\exp X\to \exp X\) (monotone in the sense that \(A\subset B\) implies \(\gamma(a)\subset \gamma(B)\)), and develops properties common to several classes of generalized open sets.
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On the topology of \(\delta_e\)-open sets
2023Summary: The main purpose of this paper is to introduce and investigate a new class of open sets called \(\delta_e\)-open sets. For this aim, first we define and study the notion of \(e\)-regular open set via \(e\)-closure operator. Then, we introduce the notion of \(\delta_e\)-open set via \(e\)-regular open set.
lrm;Dalkiran, C. +1 more
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