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 51–100 of 427 papers

TitleStatusHype
Image Shape Manipulation from a Single Augmented Training SampleCode1
HyperInverter: Improving StyleGAN Inversion via HypernetworkCode1
High Resolution Face Age EditingCode1
Click2Mask: Local Editing with Dynamic Mask GenerationCode1
High Fidelity Visualization of What Your Self-Supervised Representation Knows AboutCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector GraphicsCode1
PDC-Net+: Enhanced Probabilistic Dense Correspondence NetworkCode1
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive LearningCode1
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and LocalizationCode1
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic ModulationsCode1
Harmfully Manipulated Images Matter in Multimodal Misinformation DetectionCode1
Only a Matter of Style: Age Transformation Using a Style-Based Regression ModelCode1
Generalized Consistency Trajectory Models for Image ManipulationCode1
Image Shape Manipulation from a Single Augmented Training SampleCode1
Wavelet-Driven Generalizable Framework for Deepfake Face Forgery DetectionCode1
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary InstructionsCode1
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation DetectionCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
Neural Imaging Pipelines - the Scourge or Hope of Forensics?Code1
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation DetectionCode1
A New Benchmark and Model for Challenging Image Manipulation DetectionCode1
Exploiting Deep Generative Prior for Versatile Image Restoration and ManipulationCode1
High-Fidelity GAN Inversion for Image Attribute EditingCode1
Noise and Edge Based Dual Branch Image Manipulation DetectionCode1
EdiBERT, a generative model for image editingCode1
LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion ModelCode1
DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News DetectionCode1
D2C: Diffusion-Denoising Models for Few-shot Conditional GenerationCode1
Entity-Level Text-Guided Image ManipulationCode1
Deep Image Composition Meets Image ForgeryCode1
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
An Image is Worth More Than a Thousand Words: Towards Disentanglement in the WildCode1
FacialGAN: Style Transfer and Attribute Manipulation on Synthetic FacesCode1
EasyDrag: Efficient Point-based Manipulation on Diffusion ModelsCode1
ManiGAN: Text-Guided Image ManipulationCode1
D2C: Diffusion-Decoding Models for Few-Shot Conditional GenerationCode1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and SynthesisCode1
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image ManipulationCode1
Dense Interspecies Face EmbeddingCode1
Designing an Encoder for StyleGAN Image ManipulationCode1
Lifespan Age Transformation SynthesisCode1
Analysing Statistical methods for Automatic Detection of Image ForgeryCode1
Not All Steps are Created Equal: Selective Diffusion Distillation for Image ManipulationCode1
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative ModelsCode1
Lightweight Generative Adversarial Networks for Text-Guided Image ManipulationCode1
MaskGAN: Towards Diverse and Interactive Facial Image ManipulationCode1
Learning Accurate Dense Correspondences and When to Trust ThemCode1
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image ManipulationCode1
Cross-Domain and Disentangled Face Manipulation with 3D GuidanceCode1
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Benchmark Results

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