Cover Image

CoDA: Color Distribution Probing for Efficient and Generalizable AI-Generated Image Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jia, Zexi, Yuan, Zhiqiang, Duan, Xiaoyue, Zhang, Jinchao, Zhou, Jie, Jain, Anil K.
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

StyleDecoupler: Generalizable Artistic Style Disentanglement
by: Jia, Zexi, et al.
Published: (2026)

Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
by: Fei, Hongyan, et al.
Published: (2026)

Evaluating Generative Models via One-Dimensional Code Distributions
by: Jia, Zexi, et al.
Published: (2026)

Semantic to Structure: Learning Structural Representations for Infringement Detection
by: Huang, Chuanwei, et al.
Published: (2025)

Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation
by: Jia, Zexi, et al.
Published: (2025)

F2RVLM: Boosting Fine-grained Fragment Retrieval for Multi-Modal Long-form Dialogue with Vision Language Model
by: Bi, Hanbo, et al.
Published: (2025)

CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
by: Zhou, Letian, et al.
Published: (2025)

RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation
by: Yuan, Zhiqiang, et al.
Published: (2025)

From Imitation to Innovation: The Emergence of AI Unique Artistic Styles and the Challenge of Copyright Protection
by: Jia, Zexi, et al.
Published: (2025)

A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets
by: Jia, Zexi, et al.
Published: (2025)

A Synthetic-to-Real Dehazing Method based on Domain Unification
by: Yuan, Zhiqiang, et al.
Published: (2025)

Manifold-Optimal Guidance: A Unified Riemannian Control View of Diffusion Guidance
by: Jia, Zexi, et al.
Published: (2026)

WalkVLM:Aid Visually Impaired People Walking by Vision Language Model
by: Yuan, Zhiqiang, et al.
Published: (2024)

Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection
by: Cao, Weihao, et al.
Published: (2026)

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models
by: Hu, Nanxing, et al.
Published: (2025)

Too Vivid to Be Real? Benchmarking and Calibrating Generative Color Fidelity
by: Fang, Zhengyao, et al.
Published: (2026)

CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
by: Gong, Ziyang, et al.
Published: (2024)

CoDA: Exploring Chain-of-Distribution Attacks and Post-Hoc Token-Space Repair for Medical Vision-Language Models
by: Chen, Xiang, et al.
Published: (2026)

CoDA: Coordinated Diffusion Noise Optimization for Whole-Body Manipulation of Articulated Objects
by: Pi, Huaijin, et al.
Published: (2025)

Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection
by: Zhong, Nan, et al.
Published: (2026)

CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water Corals
by: Schmitt, Kira, et al.
Published: (2024)

On the Holistic Approach for Detecting Human Image Forgery
by: Guo, Xiao, et al.
Published: (2026)

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
by: Yan, Zhiyuan, et al.
Published: (2024)

PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
by: Zhou, Xiaoyu, et al.
Published: (2026)

Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
by: Li, Yiheng, et al.
Published: (2025)

ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation
by: Zhang, Ting, et al.
Published: (2024)

Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation Task
by: Yang, Yiran, et al.
Published: (2024)

MiraGe: Multimodal Discriminative Representation Learning for Generalizable AI-Generated Image Detection
by: Shi, Kuo, et al.
Published: (2025)

Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection
by: Zhou, Ziyin, et al.
Published: (2025)

Less Redundancy: Boosting Practicality of Vision Language Model in Walking Assistants
by: Li, Chongyang, et al.
Published: (2025)

Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection
by: Qin, Haotian, et al.
Published: (2025)

Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
by: Li, Yiheng, et al.
Published: (2026)

CoDA: Coding LM via Diffusion Adaptation
by: Chen, Haolin, et al.
Published: (2025)

Generalizable Detection of AI Generated Images with Large Models and Fuzzy Decision Tree
by: Wu, Fei, et al.
Published: (2026)

Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum
by: Xiao, Shengpeng, et al.
Published: (2025)

CoDA: Agentic Systems for Collaborative Data Visualization
by: Chen, Zichen, et al.
Published: (2025)

SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning
by: Hu, Yongkang, et al.
Published: (2025)

MIRROR: Manifold Ideal Reference ReconstructOR for Generalizable AI-Generated Image Detection
by: Liu, Ruiqi, et al.
Published: (2026)

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
by: Zhou, Ziyin, et al.
Published: (2025)

Quaternion Generative Adversarial Neural Networks and Applications to Color Image Inpainting
by: Wang, Duan, et al.
Published: (2024)