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Echocardiographic Markers of Right Ventricle Diastolic Dysfunction in Neonates and Infants with Congenital Heart Disease. [PDF]

open access: yesJ Clin Med
Cantinotti M   +11 more
europepmc   +1 more source
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GAN Inversion: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
GAN inversion aims to invert a given image back into the latent space of a pretrained GAN model so that the image can be faithfully reconstructed from the inverted code by the generator. As an emerging technique to bridge the real and fake image domains,
Weihao Xia   +5 more
semanticscholar   +1 more source

Negative-Prompt Inversion: Fast Image Inversion for Editing with Text-Guided Diffusion Models

IEEE Workshop/Winter Conference on Applications of Computer Vision, 2023
In image editing employing diffusion models, it is crucial to preserve the reconstruction fidelity to the original image while changing its style. Although existing methods ensure reconstruction fidelity through optimization, a drawback of these is the ...
Daiki Miyake   +3 more
semanticscholar   +1 more source

Inversion-Free Image Editing with Natural Language

arXiv.org, 2023
Despite recent advances in inversion-based editing, text-guided image manipulation remains challenging for diffusion models. The primary bottlenecks include 1) the time-consuming nature of the inversion process; 2) the struggle to balance consistency ...
Sihan Xu   +4 more
semanticscholar   +1 more source

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