Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

19 April 2024

Papers citing "Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images"

16 / 16 papers shown

Title
Robust Fairness Vision-Language Learning for Medical Image Analysis Sparsh Bansal Mingyang Wu Xin Wang S. Hu VLM 72 0 0 06 May 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 159 22 0 24 Feb 2025
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models Siyuan Mei F. Fan Fabian Wagner Mareike Thies Mingxuan Gu Yipeng Sun Andreas Maier MedIm 62 1 0 04 Apr 2024
Future-Proofing Class-Incremental Learning Quentin Jodelet Xin Liu Yin Jun Phua Tsuyoshi Murata VLM 83 2 0 04 Apr 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 Xin Li Luisa Verdoliva Shu Hu 107 60 0 22 Jan 2024
Synthesizing Black-box Anti-forensics DeepFakes with High Visual Quality Bing Fan Shu Hu Feng Ding AAML 62 17 0 17 Dec 2023
Outlier Robust Adversarial Training Shu Hu Zhenhuan Yang X. Wang Yiming Ying Siwei Lyu AAML 63 9 0 10 Sep 2023
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 67 125 0 13 Oct 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 271 6,768 0 13 Apr 2022
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs Christoph Schuhmann Richard Vencu Romain Beaumont R. Kaczmarczyk Clayton Mullis Aarush Katta Theo Coombes J. Jitsev Aran Komatsuzaki VLM MLLM CLIP 168 1,398 0 03 Nov 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 147 3,599 0 18 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 248 6,293 0 26 Nov 2020
Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights Shu Hu Yuezun Li Siwei Lyu CVBM GAN 35 96 0 24 Sep 2020
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 63 2,058 0 25 Jan 2019
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 600 36,599 0 25 Aug 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 401 27,231 0 02 Dec 2015