Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yiheng, Tan, Zichang, Xu, Guoqing, Lei, Zhen, Zhou, Xu, Yang, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CTForensics: A Comprehensive Dataset and Method for AI-Generated CT Image Detection
by: Li, Yiheng, et al.
Published: (2026)
by: Li, Yiheng, et al.
Published: (2026)
Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
by: Li, Yiheng, et al.
Published: (2026)
by: Li, Yiheng, et al.
Published: (2026)
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation
by: Li, Yiheng, et al.
Published: (2025)
by: Li, Yiheng, et al.
Published: (2025)
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition
by: Tan, Hao, et al.
Published: (2024)
by: Tan, Hao, et al.
Published: (2024)
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition
by: Tan, Hao, et al.
Published: (2024)
by: Tan, Hao, et al.
Published: (2024)
HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection
by: Shi, Senyuan, et al.
Published: (2026)
by: Shi, Senyuan, et al.
Published: (2026)
VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning
by: Tan, Hao, et al.
Published: (2026)
by: Tan, Hao, et al.
Published: (2026)
Loupe: A Generalizable and Adaptive Framework for Image Forgery Detection
by: Jiang, Yuchu, et al.
Published: (2025)
by: Jiang, Yuchu, et al.
Published: (2025)
Enhancing Image Generation Fidelity via Progressive Prompts
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation
by: Wei, Zhikai, et al.
Published: (2024)
by: Wei, Zhikai, et al.
Published: (2024)
Spectral Tail Auxiliary Learning for AI-Generated Image Detection
by: Li, Xingyi, et al.
Published: (2026)
by: Li, Xingyi, et al.
Published: (2026)
Generalizable Face Forgery Detection via Separable Prompt Learning
by: Yang, Enrui, et al.
Published: (2026)
by: Yang, Enrui, et al.
Published: (2026)
Learning on Less: Constraining Pre-trained Model Learning for Generalizable Diffusion-Generated Image Detection
by: Chen, Yingjian, et al.
Published: (2024)
by: Chen, Yingjian, et al.
Published: (2024)
Generalizable Detection of AI Generated Images with Large Models and Fuzzy Decision Tree
by: Wu, Fei, et al.
Published: (2026)
by: Wu, Fei, et al.
Published: (2026)
Fine-Grained Representation for Lane Topology Reasoning
by: Xu, Guoqing, et al.
Published: (2025)
by: Xu, Guoqing, et al.
Published: (2025)
Generalizable and Adaptive Continual Learning Framework for AI-generated Image Detection
by: Wang, Hanyi, et al.
Published: (2026)
by: Wang, Hanyi, et al.
Published: (2026)
RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection
by: Li, Yiheng, et al.
Published: (2024)
by: Li, Yiheng, et al.
Published: (2024)
CoreNet: Conflict Resolution Network for Point-Pixel Misalignment and Sub-Task Suppression of 3D LiDAR-Camera Object Detection
by: Li, Yiheng, et al.
Published: (2025)
by: Li, Yiheng, et al.
Published: (2025)
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
by: Tan, Hao, et al.
Published: (2025)
by: Tan, Hao, et al.
Published: (2025)
AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
by: Zhou, Ziyin, et al.
Published: (2025)
by: Zhou, Ziyin, et al.
Published: (2025)
Visual Textualization for Image Prompted Object Detection
by: Wu, Yongjian, et al.
Published: (2025)
by: Wu, Yongjian, et al.
Published: (2025)
Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution
by: Xu, Hang, et al.
Published: (2025)
by: Xu, Hang, et al.
Published: (2025)
Aggregating Diverse Cue Experts for AI-Generated Image Detection
by: Tan, Lei, et al.
Published: (2026)
by: Tan, Lei, et al.
Published: (2026)
Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection
by: Qin, Haotian, et al.
Published: (2025)
by: Qin, Haotian, et al.
Published: (2025)
Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum
by: Xiao, Shengpeng, et al.
Published: (2025)
by: Xiao, Shengpeng, et al.
Published: (2025)
PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
by: Zhou, Xiaoyu, et al.
Published: (2026)
by: Zhou, Xiaoyu, et al.
Published: (2026)
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
by: Yan, Zhiyuan, et al.
Published: (2024)
by: Yan, Zhiyuan, et al.
Published: (2024)
MiraGe: Multimodal Discriminative Representation Learning for Generalizable AI-Generated Image Detection
by: Shi, Kuo, et al.
Published: (2025)
by: Shi, Kuo, et al.
Published: (2025)
Multimodal Causal-Driven Representation Learning for Generalizable Medical Image Segmentation
by: Liang, Xusheng, et al.
Published: (2025)
by: Liang, Xusheng, et al.
Published: (2025)
Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
by: Chen, Ruoxin, et al.
Published: (2025)
by: Chen, Ruoxin, et al.
Published: (2025)
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
by: Wu, Haiwei, et al.
Published: (2023)
by: Wu, Haiwei, et al.
Published: (2023)
Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
by: Ai, Yuang, et al.
Published: (2023)
by: Ai, Yuang, et al.
Published: (2023)
CoDA: Color Distribution Probing for Efficient and Generalizable AI-Generated Image Detection
by: Jia, Zexi, et al.
Published: (2026)
by: Jia, Zexi, et al.
Published: (2026)
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
by: Lai, Yingxin, et al.
Published: (2024)
by: Lai, Yingxin, et al.
Published: (2024)
MIRAGE: Towards AI-Generated Image Detection in the Wild
by: Xia, Cheng, et al.
Published: (2025)
by: Xia, Cheng, 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)
by: Zhou, Ziyin, et al.
Published: (2025)
Detecting AI-Generated Images via Distributional Deviations from Real Images
by: Niu, Yakun, et al.
Published: (2026)
by: Niu, Yakun, et al.
Published: (2026)
Color Matters: Demosaicing-Guided Color Correlation Training for Generalizable AI-Generated Image Detection
by: Zhong, Nan, et al.
Published: (2026)
by: Zhong, Nan, et al.
Published: (2026)
InstructGIE: Towards Generalizable Image Editing
by: Meng, Zichong, et al.
Published: (2024)
by: Meng, Zichong, et al.
Published: (2024)
SEEC: Segmentation-Assisted Multi-Entropy Models for Learned Lossless Image Compression
by: Zheng, Chunhang, et al.
Published: (2025)
by: Zheng, Chunhang, et al.
Published: (2025)
Similar Items
-
CTForensics: A Comprehensive Dataset and Method for AI-Generated CT Image Detection
by: Li, Yiheng, et al.
Published: (2026) -
Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
by: Li, Yiheng, et al.
Published: (2026) -
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation
by: Li, Yiheng, et al.
Published: (2025) -
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition
by: Tan, Hao, et al.
Published: (2024) -
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition
by: Tan, Hao, et al.
Published: (2024)