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*[ ] CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data _(arXiv '24)_**[[Paper](https://arxiv.org/abs/2401.13006)]**
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*[ ]Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization [](https://arxiv.org/abs/2312.01790)[](https://github.com/idt-iti/mmfusion-iml)
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*[ ]A New Benchmark and Model for Challenging Image Manipulation Detection [](https://arxiv.org/abs/2311.14218)
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*[ ]MGQFormer: Mask-Guided Query-Based Transformer for Image Manipulation Localization [](https://dml.fudan.edu.cn/d1/65/c35285a643429/page.htm)
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*[ ]Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
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*[ ]CatmullRom Splines-Based Regression for Image Forgery Localization
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*[ ]UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization
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*[ ]Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods
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*[ ]EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection [](https://arxiv.org/abs/2312.08883)[](https://github.com/xuanyuzhang21/EditGuard)
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*[ ]DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization
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*[ ]IML-ViT: Image Manipulation Localization by Vision Transformer [](https://arxiv.org/abs/2307.14863)[](https://github.com/SunnyHaze/IML-ViT)
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*[ ] CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data [](https://arxiv.org/abs/2401.13006)
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</details>
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@@ -134,12 +134,12 @@ description: >-
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<summary>2020 and before</summary>
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*[ ] A Full-Image Full-Resolution End-to-EndTrainable CNN Framework for Image Forgery Detection (_IEEE Access '20_) \*\*\[[Paper](./)]
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*[ ] Constrained R-CNN: A general image manipulation detection model (_ICME '20_)**\[**[**Paper**](https://arxiv.org/abs/1911.08217)**]****\[**[**Code**](https://github.com/VedantWani/Constrained-R-CNN)**]**
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*[ ]Constrained R-CNN: A general image manipulation detection model **\[**[**Paper**](https://arxiv.org/abs/1911.08217)**]****\[**[**Code**](https://github.com/VedantWani/Constrained-R-CNN)**]**
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*[ ] A CNNBased Camera Model Fingerprint (_TIFS '20_) \*\*\[[Paper](./)]
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*[ ] An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics (_CVPR '20_) **\[**[**Paper**](http://openaccess.thecvf.com/content\_CVPR\_2020/html/Bammey\_An\_Adaptive\_Neural\_Network\_for\_Unsupervised\_Mosaic\_Consistency\_Analysis\_in\_CVPR\_2020\_paper.html)**]****\[**[**Code**](https://github.com/qbammey/adaptive\_cfa\_forensics)**]**
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*[ ] A dense u-net with cross-layer intersection for detection and localization of image forgery (_ICASSP '20_) **\[**[**Paper**](https://ieeexplore.ieee.org/document/9054068)**]****\[**[**Note\_unofficial**](https://blog.csdn.net/weixin\_45366180/article/details/128413821)**]**
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*[x][Generate, Segment, and Refine: Towards Generic Manipulation Segmentation](image-forgery/2020/gsrnet.md) (_AAAI '20_) **\[**[**Paper**](https://arxiv.org/abs/1811.09729)**]****\[**[**Code**](https://github.com/pengzhou1108/GSRNet)**]** (_GSRNet_)
*[ ][Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries](image-forgery/2019/hled.md) (_TIP '19_) **\[**[**Paper**](https://arxiv.org/abs/1903.02495)**]****\[**[**Code**](https://github.com/jawadbappy/forgery\_localization\_HLED)**]**
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*[ ] ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features (_CVPR '19_) **\[**[**Paper**](https://ieeexplore.ieee.org/document/8953774)**]****\[**[**Code**](https://github.com/ISICV/ManTraNet)**]**
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