CFL-Net: Image Forgery Localization Using Contrastive Learning

4 October 2022

Papers citing "CFL-Net: Image Forgery Localization Using Contrastive Learning"

19 / 19 papers shown

Title
Dual Contrastive Learning for General Face Forgery Detection Ke Sun Taiping Yao Shen Chen Shouhong Ding L. Jilin Rongrong Ji CVBM 41 174 0 27 Dec 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 34 48 0 09 Aug 2021
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning Sheldon Fung Xuequan Lu Chao Zhang Chang-Tsun Li SSL 46 45 0 23 Apr 2021
Generalizing Face Forgery Detection with High-frequency Features Yucheng Luo Yong Zhang Junchi Yan Wei Liu CVBM 44 335 0 23 Mar 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 94 475 0 28 Jan 2021
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 26 194 0 01 Sep 2020
What makes instance discrimination good for transfer learning? Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 50 168 0 11 Jun 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 113 4,476 0 23 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 186 18,523 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 94 11,959 0 13 Nov 2019
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries Jawadul H. Bappy Cody Simons L. Nataraj B. S. Manjunath Amit K. Roy-Chowdhury 29 342 0 06 Mar 2019
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 41 376 0 25 Aug 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 67 569 0 13 May 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 64 383 0 10 May 2018
Boundary-based Image Forgery Detection by Fast Shallow CNN Zhongping Zhang Yixuan Zhang Zheng-Wei Zhou Jiebo Luo 26 37 0 20 Jan 2018
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 51 326 0 06 Sep 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 146 8,425 0 17 Jun 2017
Localization of JPEG double compression through multi-domain convolutional neural networks Irene Amerini Tiberio Uricchio Lamberto Ballan R. Caldelli AAML 47 127 0 06 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015