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 101–150 of 427 papers

TitleStatusHype
Noise and Edge Based Dual Branch Image Manipulation DetectionCode1
Only a Matter of Style: Age Transformation Using a Style-Based Regression ModelCode1
D2C: Diffusion-Decoding Models for Few-Shot Conditional GenerationCode1
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image ManipulationCode1
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation DetectionCode1
SRFlow: Learning the Super-Resolution Space with Normalizing FlowCode1
Lightweight Generative Adversarial Networks for Text-Guided Image ManipulationCode1
StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image GeneratorsCode1
Click2Mask: Local Editing with Dynamic Mask GenerationCode1
LEDITS++: Limitless Image Editing using Text-to-Image ModelsCode1
ManiGAN: Text-Guided Image ManipulationCode1
Neural Imaging Pipelines - the Scourge or Hope of Forensics?Code1
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
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary InstructionsCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Cross-Domain and Disentangled Face Manipulation with 3D GuidanceCode1
Language-Guided Face Animation by Recurrent StyleGAN-based GeneratorCode1
FacialGAN: Style Transfer and Attribute Manipulation on Synthetic FacesCode1
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency LearningCode1
Image Manipulation Detection by Multi-View Multi-Scale SupervisionCode1
Two-stream Encoder-Decoder Network for Localizing Image ForgeriesCode1
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space NavigationCode1
Entity-Level Text-Guided Image ManipulationCode1
Information Bottleneck Disentanglement for Identity SwappingCode1
Learning Accurate Dense Correspondences and When to Trust ThemCode1
High Resolution Face Age EditingCode1
Attribute-specific Control Units in StyleGAN for Fine-grained Image ManipulationCode1
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image GenerationCode1
Content-Aware GAN CompressionCode1
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
High Fidelity Visualization of What Your Self-Supervised Representation Knows AboutCode1
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution ChannelsCode1
Image Shape Manipulation from a Single Augmented Training SampleCode1
Exploiting Deep Generative Prior for Versatile Image Restoration and ManipulationCode1
Fake face detection via adaptive manipulation traces extraction networkCode1
High-Fidelity GAN Inversion for Image Attribute EditingCode1
Generalized Consistency Trajectory Models for Image ManipulationCode1
High-fidelity GAN Inversion with Padding SpaceCode1
HyperInverter: Improving StyleGAN Inversion via HypernetworkCode1
Analysing Statistical methods for Automatic Detection of Image ForgeryCode1
Learning to Manipulate Artistic ImagesCode1
Lifespan Age Transformation SynthesisCode1
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation DetectionCode1
Learning JPEG Compression Artifacts for Image Manipulation Detection and LocalizationCode1
MaskGAN: Towards Diverse and Interactive Facial Image ManipulationCode1
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing ObjectsCode1
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network PerformanceCode1
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Benchmark Results

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