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

5 July 2023

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

13 / 13 papers shown

Title
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji Y. Hong Jiahui Zhan H. Chen Jun Lan Huijia Zhu Weiqiang Wang Lefei Zhang Jianfu Zhang MLLM LRM 51 0 0 19 Apr 2025
COMPOSE: Comprehensive Portrait Shadow Editing Andrew Hou Zhixin Shu Xuaner Zhang He Zhang Yannick Hold-Geoffroy Jae Shin Yoon Xiaoming Liu DiffM 49 2 0 25 Aug 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 41 1 0 30 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 34 0 0 04 Jul 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 118 27 0 23 May 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 148 18 0 24 Apr 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 145 155 0 25 Mar 2023
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 125 40 0 08 Mar 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 131 161 0 29 Sep 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,593 0 10 Nov 2021
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 197 261 0 18 Apr 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018