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HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning

29 October 2024

Papers citing "HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning"

30 / 30 papers shown

Title
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era Chenyang Zhu Xing Zhang Yuyang Sun Ching-Chun Chang Isao Echizen 107 0 0 15 Apr 2025
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma Xuekang Zhu Lei Su Bo Du Zhuohang Jiang ... Zeyu Lei Xinyu Yang Chi-Man Pun Jiancheng Lv Jizhe Zhou VLM 82 11 0 15 Jun 2024
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning Jizhe Zhou Xiaochen Ma Xia Du Ahmed Y. Al Hammadi Wentao Feng VLM SSL 70 25 0 26 Sep 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 64 20 0 03 Sep 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 87 113 0 30 Mar 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 92 121 0 20 Mar 2023
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 62 112 0 21 Dec 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 180 698 0 10 Nov 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning Yuyuan Zeng Bowen Zhao Shanzhao Qiu Tao Dai Shutao Xia 82 25 0 16 Oct 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 116 373 0 01 Jun 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 95 115 0 28 Mar 2022
Learning Hierarchical Graph Representation for Image Manipulation Detection Wenyan Pan Zhili Zhou Miaogen Ling Xin Geng Q. M. Jonathan Wu 56 3 0 15 Jan 2022
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection Chengbo Dong Xinru Chen Ruohan Hu Juan Cao Xirong Li AAML 117 170 0 16 Dec 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 63 116 0 30 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 67 50 0 09 Aug 2021
Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs Jiaren Xiao Quanyu Dai Xiaochen Xie J. Lam Ka-Wai Kwok GNN 72 7 0 07 Jun 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 101 203 0 19 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 753 41,831 0 22 Oct 2020
Superpixel Segmentation with Fully Convolutional Networks Fengting Yang Qian Sun Hailin Jin Zihan Zhou SSeg 73 190 0 29 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 638 42,770 0 03 Dec 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 408 3,654 0 20 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 270 18,321 0 28 May 2019
Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks Matthias Fey GNN 66 47 0 09 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 169 1,355 0 07 Apr 2019
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 214 1,908 0 26 Jul 2018
Superpixel Sampling Networks Varun Jampani Deqing Sun Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz SSeg 66 226 0 26 Jul 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 102 577 0 13 May 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 535 15,407 0 07 Jun 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 621 20,227 0 07 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.5K 195,053 0 10 Dec 2015