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 201–250 of 427 papers

TitleStatusHype
Towards Effective Image Manipulation Detection with Proposal Contrastive LearningCode1
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic ModulationsCode1
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation—0
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing—0
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face Manipulation—0
LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models—0
CFL-Net: Image Forgery Localization Using Contrastive LearningCode0
Robust Sound-Guided Image Manipulation—0
Selective manipulation of disentangled representations for privacy-aware facial image processing—0
Unsupervised Structure-Consistent Image-to-Image Translation—0
Language-Guided Face Animation by Recurrent StyleGAN-based GeneratorCode1
Supervised Attribute Information Removal and Reconstruction for Image ManipulationCode0
Towards Counterfactual Image Manipulation via CLIPCode1
Noise and Edge Based Dual Branch Image Manipulation DetectionCode1
Rethinking Adversarial Examples for Location Privacy Protection—0
Unsupervised Image Representation Learning with Deep Latent ParticlesCode1
A Survey of Deep Fake Detection for Trial Courts—0
Splicing Detection and Localization In Satellite Imagery Using Conditional GANs—0
AugStatic - A Light-Weight Image Augmentation LibraryCode0
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation—0
Deep PCB To COCO ConvertorCode2
Augmented Balanced Image Dataset Generator Using AugStatic LibraryCode0
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset—0
Resnet18 Model With Sequential Layer For Computing Accuracy On Image Classification Dataset—0
Detecting Recolored Image by Spatial Correlation—0
ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and GenerationCode0
IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning—0
A Style-aware Discriminator for Controllable Image TranslationCode1
Proactive Image Manipulation DetectionCode1
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian—0
ObjectFormer for Image Manipulation Detection and Localization—0
Complex Scene Image Editing by Scene Graph ComprehensionCode0
High-fidelity GAN Inversion with Padding SpaceCode1
Volkit: A Performance-Portable Computer Vision Library for 3D Volumetric Data—0
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization—0
Improved Semantic Inpainting Architecture Augmented with a Facial Landmark Detector—0
PetsGAN: Rethinking Priors for Single Image GenerationCode1
Enhancing Satellite Imagery using Deep Learning for the Sensor To Shooter Timeline—0
MaskGIT: Masked Generative Image TransformerCode3
Crowd-powered Face Manipulation Detection: Fusing Human Examiner Decisions—0
Feature transforms for image data augmentationCode0
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGANCode1
Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?Code1
Learning Hierarchical Graph Representation for Image Manipulation Detection—0
GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation—0
LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image ManipulationCode0
High Fidelity Visualization of What Your Self-Supervised Representation Knows AboutCode1
TAFIM: Targeted Adversarial Attacks against Facial Image ManipulationsCode1
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation DetectionCode1
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation—0
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Benchmark Results

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