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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–50 of 427 papers

Title	Date	Tasks	Status	Hype
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control	Oct 14, 2024	DisentanglementImage Generation	CodeCode Available	2
ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing	Apr 5, 2024	Image Manipulation	CodeCode Available	2
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation	Mar 18, 2024	Feature EngineeringImage Manipulation	CodeCode Available	2
Inversion-Free Image Editing with Natural Language	Dec 7, 2023	Image ManipulationText-based Image Editing	CodeCode Available	2
IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer	Jul 27, 2023	BenchmarkingImage Manipulation	CodeCode Available	2
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation	Mar 11, 2023	Image Manipulation	CodeCode Available	2
Diffusion Models already have a Semantic Latent Space	Oct 20, 2022	Image Manipulation	CodeCode Available	2
Deep PCB To COCO Convertor	May 1, 2022	ClassificationData Augmentation	CodeCode Available	2
Open-World Entity Segmentation	Jul 29, 2021	Image ManipulationImage Segmentation	CodeCode Available	2
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery	Mar 31, 2021	Image Manipulation	CodeCode Available	2
GAN Inversion: A Survey	Jan 14, 2021	Image ManipulationImage Restoration	CodeCode Available	2
Closed-Form Factorization of Latent Semantics in GANs	Jul 13, 2020	AttributeForm	CodeCode Available	2
StyleGAN2 Distillation for Feed-forward Image Manipulation	Mar 7, 2020	Image ManipulationImage Morphing	CodeCode Available	2
Interpreting the Latent Space of GANs for Semantic Face Editing	Jul 25, 2019	AttributeDisentanglement	CodeCode Available	2
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection	Nov 29, 2024	Image ManipulationImage Manipulation Detection	CodeCode Available	1
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing	Oct 8, 2024	Image Manipulation	CodeCode Available	1
Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection	Sep 26, 2024	DeepFake DetectionFace Swapping	CodeCode Available	1
Click2Mask: Local Editing with Dynamic Mask Generation	Sep 12, 2024	Image GenerationImage Manipulation	CodeCode Available	1
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results	Aug 21, 2024	Image Manipulationvalid	CodeCode Available	1
DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News Detection	Aug 20, 2024	Fake News DetectionImage Manipulation	CodeCode Available	1
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection	Jul 27, 2024	ArticlesImage Manipulation	CodeCode Available	1
TGIF: Text-Guided Inpainting Forgery Dataset	Jul 16, 2024	Image ManipulationSynthetic Image Detection	CodeCode Available	1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis	Jul 10, 2024	Data AugmentationFew-Shot Learning	CodeCode Available	1
Deep Image Composition Meets Image Forgery	Apr 3, 2024	Deep LearningImage Forgery Detection	CodeCode Available	1
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning	Mar 24, 2024	Fake News DetectionImage Manipulation	CodeCode Available	1

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Pix2PixHD-SIA	LPIPS (S1)	0.44	—	Unverified
2	TPS	LPIPS (S1)	0.12	—	Unverified