Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels

Fuente: arXiv

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Détails bibliographiques
Auteurs principaux:	Lösel, Philipp D., Barron, Aleese, Zhang, Yulai, Fabian, Matthias, Young, Benjamin, Francois, Nicolas, Kingston, Andrew M.
Format:	Preprint
Publié:	2025
Sujets:	Image and Video Processing Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

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