Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Ouxiang, Cai, Jiayin, Hao, Yanbin, Jiang, Xiaolong, Hu, Yao, Feng, Fuli |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Sanity Check for AI-generated Image Detection
por: Yan, Shilin, et al.
Publicado: (2024)
por: Yan, Shilin, et al.
Publicado: (2024)
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
por: Li, Ouxiang, et al.
Publicado: (2025)
por: Li, Ouxiang, et al.
Publicado: (2025)
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
por: Li, Ouxiang, et al.
Publicado: (2024)
por: Li, Ouxiang, et al.
Publicado: (2024)
Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning
por: Zhang, Bob, et al.
Publicado: (2025)
por: Zhang, Bob, et al.
Publicado: (2025)
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
por: Li, Hongxiang, et al.
Publicado: (2025)
por: Li, Hongxiang, et al.
Publicado: (2025)
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?
por: Li, Ouxiang, et al.
Publicado: (2025)
por: Li, Ouxiang, et al.
Publicado: (2025)
Improving Text Generation on Images with Synthetic Captions
por: Koh, Jun Young, et al.
Publicado: (2024)
por: Koh, Jun Young, et al.
Publicado: (2024)
RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model
por: Wang, Mingze, et al.
Publicado: (2024)
por: Wang, Mingze, et al.
Publicado: (2024)
Progressive Scaling Visual Object Tracking
por: Hong, Jack, et al.
Publicado: (2025)
por: Hong, Jack, et al.
Publicado: (2025)
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
por: Ma, Xiaoxiao, et al.
Publicado: (2025)
por: Ma, Xiaoxiao, et al.
Publicado: (2025)
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
por: Liu, Yikun, et al.
Publicado: (2024)
por: Liu, Yikun, et al.
Publicado: (2024)
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
por: Hong, Jack, et al.
Publicado: (2025)
por: Hong, Jack, et al.
Publicado: (2025)
Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters
por: Wang, Yuan, et al.
Publicado: (2024)
por: Wang, Yuan, et al.
Publicado: (2024)
Detection of Synthetic Face Images: Accuracy, Robustness, Generalization
por: Petrzelkova, Nela, et al.
Publicado: (2024)
por: Petrzelkova, Nela, et al.
Publicado: (2024)
VPG: Visual Prefix Guidance for Autoregressive Image and Video Generation
por: Liao, Xinyao, et al.
Publicado: (2026)
por: Liao, Xinyao, et al.
Publicado: (2026)
Weaver: End-to-End Agentic System Training for Video Interleaved Reasoning
por: Shi, Yudi, et al.
Publicado: (2026)
por: Shi, Yudi, et al.
Publicado: (2026)
Object-centric Video Question Answering with Visual Grounding and Referring
por: Wang, Haochen, et al.
Publicado: (2025)
por: Wang, Haochen, et al.
Publicado: (2025)
Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
por: Ye, Junyan, et al.
Publicado: (2025)
por: Ye, Junyan, et al.
Publicado: (2025)
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis
por: Sinitsa, Sergey, et al.
Publicado: (2023)
por: Sinitsa, Sergey, et al.
Publicado: (2023)
Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences
por: Li, Bao, et al.
Publicado: (2026)
por: Li, Bao, et al.
Publicado: (2026)
LEGION: Learning to Ground and Explain for Synthetic Image Detection
por: Kang, Hengrui, et al.
Publicado: (2025)
por: Kang, Hengrui, et al.
Publicado: (2025)
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images
por: Zhang, Haozhuo, et al.
Publicado: (2024)
por: Zhang, Haozhuo, et al.
Publicado: (2024)
NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation
por: Ozturk, Serkan, et al.
Publicado: (2025)
por: Ozturk, Serkan, et al.
Publicado: (2025)
Improving Post-Earthquake Crack Detection using Semi-Synthetic Generated Images
por: Dondi, Piercarlo, et al.
Publicado: (2024)
por: Dondi, Piercarlo, et al.
Publicado: (2024)
Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation
por: Samardžija, Jakov, et al.
Publicado: (2025)
por: Samardžija, Jakov, et al.
Publicado: (2025)
HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection
por: Shi, Senyuan, et al.
Publicado: (2026)
por: Shi, Senyuan, et al.
Publicado: (2026)
AgentCVR: Active Multi-Agent Cross-Video Reasoning via Script-Simulated Reinforcement Learning
por: Qiu, Yilun, et al.
Publicado: (2026)
por: Qiu, Yilun, et al.
Publicado: (2026)
Harnessing Machine Learning for Discerning AI-Generated Synthetic Images
por: Wang, Yuyang, et al.
Publicado: (2024)
por: Wang, Yuyang, et al.
Publicado: (2024)
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
por: Wen, Siwei, et al.
Publicado: (2025)
por: Wen, Siwei, et al.
Publicado: (2025)
Diffusion Transformer-to-Mamba Distillation for High-Resolution Image Generation
por: Yao, Yuan, et al.
Publicado: (2025)
por: Yao, Yuan, et al.
Publicado: (2025)
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
por: Image Team, et al.
Publicado: (2025)
por: Image Team, et al.
Publicado: (2025)
Generation of Synthetic Images for Pedestrian Detection Using a Sequence of GANs
por: Seib, Viktor, et al.
Publicado: (2024)
por: Seib, Viktor, et al.
Publicado: (2024)
Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes
por: Qin, Ziheng, et al.
Publicado: (2025)
por: Qin, Ziheng, et al.
Publicado: (2025)
Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
por: Li, Yiheng, et al.
Publicado: (2025)
por: Li, Yiheng, et al.
Publicado: (2025)
UniCustom: Unified Visual Conditioning for Multi-Reference Image Generation
por: Xu, Yiyan, et al.
Publicado: (2026)
por: Xu, Yiyan, et al.
Publicado: (2026)
Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
por: Yao, Lujian, et al.
Publicado: (2025)
por: Yao, Lujian, et al.
Publicado: (2025)
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
por: Basu, Abhipsa, et al.
Publicado: (2025)
por: Basu, Abhipsa, et al.
Publicado: (2025)
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation
por: Yao, Zebin, et al.
Publicado: (2025)
por: Yao, Zebin, et al.
Publicado: (2025)
Improving Interpretability and Robustness for the Detection of AI-Generated Images
por: Gaintseva, Tatiana, et al.
Publicado: (2024)
por: Gaintseva, Tatiana, et al.
Publicado: (2024)
Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection
por: Yang, Yawen, et al.
Publicado: (2026)
por: Yang, Yawen, et al.
Publicado: (2026)
Ejemplares similares
-
A Sanity Check for AI-generated Image Detection
por: Yan, Shilin, et al.
Publicado: (2024) -
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
por: Li, Ouxiang, et al.
Publicado: (2025) -
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
por: Li, Ouxiang, et al.
Publicado: (2024) -
Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning
por: Zhang, Bob, et al.
Publicado: (2025) -
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
por: Li, Hongxiang, et al.
Publicado: (2025)