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
Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel MethodsCode3
EasyDrag: Efficient Point-based Manipulation on Diffusion ModelsCode1
UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization—0
Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing—0
Named Entity Driven Zero-Shot Image ManipulationCode0
Inversion-Free Image Editing with Language-Guided Diffusion ModelsCode3
PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning—0
DETER: Detecting Edited Regions for Deterring Generative Manipulations—0
CoIE: Chain-of-Instruct Editing for Multi-Attribute Face Manipulation—0
Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image GenerationsCode1
Inversion-Free Image Editing with Natural LanguageCode2
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning—0
MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and LocalizationCode1
Rethinking Image Editing Detection in the Era of Generative AI Revolution—0
LEDITS++: Limitless Image Editing using Text-to-Image ModelsCode1
A New Benchmark and Model for Challenging Image Manipulation DetectionCode1
PRISM: Progressive Restoration for Scene Graph-based Image Manipulation—0
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning—0
Manipulation Mask Generator: High-Quality Image Manipulation Mask Generation Method Based on Modified Total Variation Noise Reduction—0
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image ManipulationCode1
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else—0
Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features—0
Pixel-Inconsistency Modeling for Image Manipulation Localization—0
Guiding Instruction-based Image Editing via Multimodal Large Language ModelsCode4
Exposing Image Splicing Traces in Scientific Publications via Uncertainty-guided RefinementCode0
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive LearningCode1
Incorporating Ensemble and Transfer Learning For An End-To-End Auto-Colorized Image Detection Model—0
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training—0
Deep Nonparametric Convexified Filtering for Computational Photography, Image Synthesis and Adversarial Defense—0
MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers—0
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency LearningCode1
Impact of Image Context for Single Deep Learning Face Morphing Attack Detection—0
Zero-shot Text-driven Physically Interpretable Face Editing—0
BATINet: Background-Aware Text to Image Synthesis and Manipulation Network—0
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization—0
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation—0
DRAW: Defending Camera-shooted RAW against Image Manipulation—0
StylePrompter: All Styles Need Is AttentionCode0
IML-ViT: Benchmarking Image Manipulation Localization by Vision TransformerCode2
Phenotype-preserving metric design for high-content image reconstruction by generative inpaintingCode0
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation—0
Not All Steps are Created Equal: Selective Diffusion Distillation for Image ManipulationCode1
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation—0
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection—0
Tame a Wild Camera: In-the-Wild Monocular Camera CalibrationCode1
GBSD: Generative Bokeh with Stage Diffusion—0
Improving Diffusion-based Image Translation using Asymmetric Gradient GuidanceCode0
The Hidden Language of Diffusion ModelsCode1
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image ManipulationCode0
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach—0
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Benchmark Results

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