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 151–200 of 427 papers

TitleStatusHype
Semantic Image Synthesis via Adversarial LearningCode1
Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization—0
Towards Reliable Identification of Diffusion-based Image Manipulations—0
Weakly-supervised Localization of Manipulated Image Regions Using Multi-resolution Learned Features—0
RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs—0
My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping—0
Anti-Inpainting: A Proactive Defense against Malicious Diffusion-based Inpainters under Unknown Conditions—0
3D-Fixup: Advancing Photo Editing with 3D Priors—0
IntrinsicEdit: Precise generative image manipulation in intrinsic space—0
MDE-Edit: Masked Dual-Editing for Multi-Object Image Editing via Diffusion Models—0
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics—0
AnimeDL-2M: Million-Scale AI-Generated Anime Image Detection and Localization in Diffusion Era—0
Towards Explainable Partial-AIGC Image Quality Assessment—0
Pro-DG: Procedural Diffusion Guidance for Architectural Facade Generation—0
Patronus: Bringing Transparency to Diffusion Models with PrototypesCode0
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement—0
LEGION: Learning to Ground and Explain for Synthetic Image Detection—0
EmoAgent: A Multi-Agent Framework for Diverse Affective Image Manipulation—0
Advancing 3D Gaussian Splatting Editing with Complementary and Consensus Information—0
Deepfake Detection of Face Images based on a Convolutional Neural Network—0
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models—0
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning—0
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention MapsCode0
Joint Learning of Depth and Appearance for Portrait Image Animation—0
Data-Driven Fairness Generalization for Deepfake Detection—0
Prompt Augmentation for Self-supervised Text-guided Image Manipulation—0
Instruction-based Image Manipulation by Watching How Things Move—0
Detecting Facial Image Manipulations with Multi-Layer CNN Models—0
EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM—0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation—0
Omni-IML: Towards Unified Image Manipulation Localization—0
Visual question answering based evaluation metrics for text-to-image generation—0
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning—0
Training Free Guided Flow Matching with Optimal Control—0
SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation—0
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results—0
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training—0
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection—0
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language ModelsCode0
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image Defense—0
Enhanced Wavelet Scattering Network for image inpainting detectionCode0
AIM 2024 Sparse Neural Rendering Challenge: Methods and Results—0
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization—0
Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulationsCode0
Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis—0
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection—0
Localization of Synthetic Manipulations in Western Blot ImagesCode0
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing—0
TextSleuth: A New Dataset and Baseline for Scene Text Manipulation DetectionCode0
DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques—0
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Benchmark Results

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