Cover Image

Detecting Diffusion-generated Images via Dynamic Assembly Forests

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Mengxin, Li, Yuezun
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces
by: Lu, Jiucui, et al.
Published: (2023)

Image Processing Based Forest Fire Detection
by: V, Vipin
Published: (2024)

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)

Generalizable Face Forgery Detection via Separable Prompt Learning
by: Yang, Enrui, et al.
Published: (2026)

Detecting AI-generated Artwork
by: Li, Meien, et al.
Published: (2025)

Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection
by: Huang, Yingsong, et al.
Published: (2026)

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
by: Li, Xiao, et al.
Published: (2025)

Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers
by: Huang, Chi-Pin, et al.
Published: (2023)

AI-generated Image Detection: Passive or Watermark?
by: Guo, Moyang, et al.
Published: (2024)

Image Inpainting via Tractable Steering of Diffusion Models
by: Liu, Anji, et al.
Published: (2023)

Adversarial Robustification via Text-to-Image Diffusion Models
by: Choi, Daewon, et al.
Published: (2024)

Image Diffusion Preview with Consistency Solver
by: Wang, Fu-Yun, et al.
Published: (2025)

Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding
by: Xia, Jingming, et al.
Published: (2025)

Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
by: Guo, Xingzhuo, et al.
Published: (2025)

Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement
by: Wang, Ziyu, et al.
Published: (2023)

Textualize Visual Prompt for Image Editing via Diffusion Bridge
by: Xu, Pengcheng, et al.
Published: (2025)

Detecting AI-Generated Images via CLIP
by: Moskowitz, A. G., et al.
Published: (2024)

Dynamic Classifier-Free Diffusion Guidance via Online Feedback
by: Papalampidi, Pinelopi, et al.
Published: (2025)

Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection
by: Capogrosso, Luigi, et al.
Published: (2024)

Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models
by: Nguyen, Dang, et al.
Published: (2025)

Walnut Detection Through Deep Learning Enhanced by Multispectral Synthetic Images
by: Fu, Kaiming, et al.
Published: (2023)

HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning
by: Wang, Xudong, et al.
Published: (2024)

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management
by: Wu, Hongjie, et al.
Published: (2025)

Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
by: Yi, Mingyang, et al.
Published: (2024)

Denoising Diffusion via Image-Based Rendering
by: Anciukevičius, Titas, et al.
Published: (2024)

NODI: Out-Of-Distribution Detection with Noise from Diffusion
by: Zhou, Jingqiu, et al.
Published: (2024)

Hiding and Recovering Knowledge in Text-to-Image Diffusion Models via Learnable Prompts
by: Bui, Anh, et al.
Published: (2024)

Machine Unlearning for Image-to-Image Generative Models
by: Li, Guihong, et al.
Published: (2024)

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
by: Ke, Bingxin, et al.
Published: (2025)

DPL: Cross-quality DeepFake Detection via Dual Progressive Learning
by: Zhang, Dongliang, et al.
Published: (2024)

Guiding a Diffusion Transformer with the Internal Dynamics of Itself
by: Zhou, Xingyu, et al.
Published: (2025)

Diffusion Counterfactuals for Image Regressors
by: Ha, Trung Duc, et al.
Published: (2025)

Memory-Efficient Personalization of Text-to-Image Diffusion Models via Selective Optimization Strategies
by: Choi, Seokeon, et al.
Published: (2025)

SurGrID: Controllable Surgical Simulation via Scene Graph to Image Diffusion
by: Frisch, Yannik, et al.
Published: (2025)

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
by: Li, Bohan, et al.
Published: (2023)

Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer
by: Cui, Jiahao, et al.
Published: (2024)

DUDE: Diffusion-Based Unsupervised Cross-Domain Image Retrieval
by: Yang, Ruohong, et al.
Published: (2025)

Models as Lego Builders: Assembling Malice from Benign Blocks via Semantic Blueprints
by: Li, Chenxi, et al.
Published: (2026)

Using Skew to Assess the Quality of GAN-generated Image Features
by: Luzi, Lorenzo, et al.
Published: (2023)

Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection
by: Zhang, Yunzhe, et al.
Published: (2026)