SOTAVerified

Image Manipulation

Image Manipulation is the process of altering or transforming an existing image to achieve a desired effect or to modify its content. This can involve various techniques and tools to enhance, modify, or create images based on specific requirements.

Papers

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Showing 101–125 of 427 papers

TitleStatusHype
Analysing Statistical methods for Automatic Detection of Image ForgeryCode1
PDC-Net+: Enhanced Probabilistic Dense Correspondence NetworkCode1
Language-Guided Face Animation by Recurrent StyleGAN-based GeneratorCode1
LEDITS++: Limitless Image Editing using Text-to-Image ModelsCode1
Learning Accurate Dense Correspondences and When to Trust ThemCode1
Not All Steps are Created Equal: Selective Diffusion Distillation for Image ManipulationCode1
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive LearningCode1
Learning JPEG Compression Artifacts for Image Manipulation Detection and LocalizationCode1
Click2Mask: Local Editing with Dynamic Mask GenerationCode1
FacialGAN: Style Transfer and Attribute Manipulation on Synthetic FacesCode1
Cross-Domain and Disentangled Face Manipulation with 3D GuidanceCode1
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary InstructionsCode1
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative ModelsCode1
EasyDrag: Efficient Point-based Manipulation on Diffusion ModelsCode1
EdiBERT, a generative model for image editingCode1
CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector GraphicsCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
Noise and Edge Based Dual Branch Image Manipulation DetectionCode1
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
Only a Matter of Style: Age Transformation Using a Style-Based Regression ModelCode1
Attribute-specific Control Units in StyleGAN for Fine-grained Image ManipulationCode1
MaskGAN: Towards Diverse and Interactive Facial Image ManipulationCode1
Conditional Image Generation and Manipulation for User-Specified ContentCode1
SMILE: Semantically-guided Multi-attribute Image and Layout EditingCode1
Content-Aware GAN CompressionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Pix2PixHD-SIALPIPS (S1)0.44—Unverified
2TPSLPIPS (S1)0.12—Unverified