Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset

29 March 2025

Papers citing "Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset"

20 / 20 papers shown

Title
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning Chuangchuang Tan Yao-Min Zhao Shikui Wei Guanghua Gu Ping Liu Yunchao Wei 95 9 0 12 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 288 1,388 0 05 Mar 2024
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 68 93 0 13 Apr 2023
Towards Universal Fake Image Detectors that Generalize Across Generative Models Utkarsh Ojha Yuheng Li Yong Jae Lee 55 237 0 20 Feb 2023
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 175 236 0 01 Nov 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 108 304 0 26 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 75 107 0 26 Oct 2022
Towards Universal GAN Image Detection D. Cozzolino Diego Gragnaniello Giovanni Poggi L. Verdoliva 127 31 0 23 Dec 2021
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection Yonghyun Jeong Doyeon Kim Seungjai Min Seongho Joe Youngjune Gwon Jongwon Choi AAML 51 51 0 16 Aug 2021
More Real than Real: A Study on Human Visual Perception of Synthetic Faces Federica Lago Cecilia Pasquini Rainer Böhme Hélene Dumont V. Goffaux G. Boato CVBM 35 59 0 14 Jun 2021
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art Diego Gragnaniello D. Cozzolino Francesco Marra Giovanni Poggi L. Verdoliva 107 176 0 06 Apr 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 78 245 0 16 Mar 2021
SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains Yuanqi Chen Ge Li Cece Jin Shan Liu Thomas H. Li 79 54 0 10 Dec 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 94 311 0 24 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 689 18,310 0 19 Jun 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 76 559 0 19 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions Ricard Durall Margret Keuper J. Keuper 71 337 0 03 Mar 2020
Detecting and Simulating Artifacts in GAN Fake Images Xu-Yao Zhang Svebor Karaman Shih-Fu Chang 93 488 0 15 Jul 2019
Do GANs leave artificial fingerprints? Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi GAN 62 324 0 31 Dec 2018
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,012 0 13 Aug 2016