Generalizable Synthetic Image Detection via Language-guided Contrastive Learning

23 May 2023

Papers citing "Generalizable Synthetic Image Detection via Language-guided Contrastive Learning"

23 / 23 papers shown

Title
Robustness in AI-Generated Detection: Enhancing Resistance to Adversarial Attacks Sun Haoxuan Hong Yan Zhan Jiahui Chen Haoxing Lan Jun Zhu Huijia Wang Weiqiang Zhang Liqing Zhang Jianfu AAML 123 0 0 06 May 2025
FontGuard: A Robust Font Watermarking Approach Leveraging Deep Font Knowledge Kahim Wong Jicheng Zhou Kemou Li Yain-Whar Si Xiaowei Wu Jiantao Zhou 148 0 0 04 Apr 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 139 20 0 24 Feb 2025
Methods and Trends in Detecting Generated Images: A Comprehensive Review Arpan Mahara N. Rishe AAML 147 0 0 24 Feb 2025
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 93 9 0 31 Oct 2024
FIDAVL: Fake Image Detection and Attribution using Vision-Language Model Mamadou Keita W. Hamidouche Hessen Bougueffa Eutamene Abdelmalik Taleb-Ahmed Abdenour Hadid VLM 82 1 0 22 Aug 2024
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection Chuangchuang Tan Renshuai Tao Huan Liu Guanghua Gu Baoyuan Wu Yao Zhao Yunchao Wei VLM 96 8 0 19 Aug 2024
What Matters in Detecting AI-Generated Videos like Sora? Chirui Chang Zhengzhe Liu Xiaoyang Lyu Xiaojuan Qi DiffM VGen 85 7 0 27 Jun 2024
DA-HFNet: Progressive Fine-Grained Forgery Image Detection and Localization Based on Dual Attention Yang Liu Xiaofei Li Jun Zhang Shengze Hu Jun Lei 78 4 0 03 Jun 2024
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu ... Jun Lan Huijia Zhu Jianfu Zhang Weiqiang Wang Huaxiong Li Mamba 83 14 0 30 May 2024
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection Mamadou Keita W. Hamidouche Hessen Bougueffa Eutamene Abdenour Hadid Abdelmalik Taleb-Ahmed 61 7 0 02 Apr 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 81 2 0 17 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 81 5 0 13 Mar 2024
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad A. Hengel VLM DiffM 75 3 0 12 Mar 2024
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection Yan Hong Jianfu Zhang 74 9 0 19 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 83 56 0 22 Jan 2024
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 62 33 0 05 Jul 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 140 18 0 24 Apr 2023
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 128 216 0 01 Nov 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 276 10,348 0 12 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 165 84 0 29 Nov 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 181 1,165 0 04 May 2018