Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality-Reference-Cited by-同舟云学术

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Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality

Published:2023-10-02 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
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Author:

Lorenz Peter¹,Durall Ricard L.¹,Keuper Janis¹

Affiliation:

1. Fraunhofer ITWM

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10350357/10350360/10350412.pdf?arnumber=10350412

Reference102 articles.

1. The Illustrated Stable Diffusion;Alammar,2022

2. Parents and children: Distinguishing multimodal deepfakes from natural images;Amoroso,2023

3. Estimating Local Intrinsic Dimensionality

4. Intrinsic dimension of data representations in deep neural networks;Ansuini;Advances in Neural Information Processing Systems,2019

5. Reverse Engineering of Generative Models: Inferring Model Hyperparameters From Generated Images

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