Work

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis

Year: 2024

Type: conference-paper

Source: Lecture notes in computer science

DOI: 10.1007/978-3-031-53767-7_6

Authors: Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schoenberg, Sandy Engelhardt

Institutions: University Hospital Heidelberg, German Centre for Cardiovascular Research, Heidelberg University, University Medical Centre Mannheim

Language: English

Topic: Generative Adversarial Networks and Image Synthesis

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung

Awards: G1436661812, G1692958442, Verbund SWAG - SchWArmlernen und Generative Modelle zur Synthese und Nutzbarmachung hochqualitativer Daten in der Krebsmedizin - Standort Universität Heidelberg, G2828991432, G4724125240, G4783087731, G5197873167, G6461157608, G7843559024

OpenAlex ID: W4391935269

FWCI: 3.489

Cites: 15

Cited by: 17

Related to: 10