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 251–300 of 427 papers

TitleStatusHype
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning—0
Exploiting Spatial Structure for Localizing Manipulated Image Regions—0
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection—0
ExSinGAN: Learning an Explainable Generative Model from a Single Image—0
FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing—0
FaceShop: Deep Sketch-based Face Image Editing—0
FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs—0
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models—0
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection—0
FlowGrad: Controlling the Output of Generative ODEs With Gradients—0
Focus Manipulation Detection via Photometric Histogram Analysis—0
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training—0
Frequency-aware GAN for Adversarial Manipulation Generation—0
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning—0
GBSD: Generative Bokeh with Stage Diffusion—0
Generative Adversarial U-Net for Domain-free Medical Image Augmentation—0
Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection—0
GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye—0
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP—0
GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation—0
GPU-Accelerated Mobile Multi-view Style Transfer—0
Grid Diffusion Models for Text-to-Video Generation—0
Having your cake and eating it too: Scripted workflows for image manipulation—0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation—0
Highly Personalized Text Embedding for Image Manipulation by Stable Diffusion—0
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices—0
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation—0
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning—0
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation—0
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach—0
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network—0
Image Manipulation with Perceptual Discriminators—0
Image Splicing Detection via Camera Response Function Analysis—0
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning—0
Impact of Image Context for Single Deep Learning Face Morphing Attack Detection—0
Improved Semantic Inpainting Architecture Augmented with a Facial Landmark Detector—0
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation—0
Incorporating Ensemble and Transfer Learning For An End-To-End Auto-Colorized Image Detection Model—0
Instruction-based Image Manipulation by Watching How Things Move—0
Interactive Image Manipulation with Complex Text Instructions—0
Interactive Image Manipulation with Natural Language Instruction Commands—0
Interpreting the Latent Space of Generative Adversarial Networks using Supervised Learning—0
IntrinsicEdit: Precise generative image manipulation in intrinsic space—0
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps—0
IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning—0
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement—0
Joint Learning of Depth and Appearance for Portrait Image Animation—0
Ensuring Visual Commonsense Morality for Text-to-Image Generation—0
Key-point Guided Deformable Image Manipulation Using Diffusion Model—0
L2-Constrained RemNet for Camera Model Identification and Image Manipulation Detection—0
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Benchmark Results

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