Degradation-Consistent Paired Training for Robust AI-Generated Image Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Zongyou, Hou, Yinghan, Yang, Xiaokun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
URMF: Uncertainty-aware Robust Multimodal Fusion for Multimodal Sarcasm Detection
by: Wang, Zhenyu, et al.
Published: (2026)
by: Wang, Zhenyu, et al.
Published: (2026)
When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection
by: Kim, Jihyeon, et al.
Published: (2026)
by: Kim, Jihyeon, et al.
Published: (2026)
Detecting AI-Generated Video via Frame Consistency
by: Ma, Long, et al.
Published: (2024)
by: Ma, Long, 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)
Parameter Interpolation Adversarial Training for Robust Image Classification
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
D3: Training-Free AI-Generated Video Detection Using Second-Order Features
by: Zheng, Chende, et al.
Published: (2025)
by: Zheng, Chende, et al.
Published: (2025)
Team NYCU at Defactify4: Robust Detection and Source Identification of AI-Generated Images Using CNN and CLIP-Based Models
by: Yang, Tsan-Tsung, et al.
Published: (2025)
by: Yang, Tsan-Tsung, et al.
Published: (2025)
Entropy Loss: An Interpretability Amplifier of 3D Object Detection Network for Intelligent Driving
by: Yang, Haobo, et al.
Published: (2024)
by: Yang, Haobo, et al.
Published: (2024)
Pair then Relation: Pair-Net for Panoptic Scene Graph Generation
by: Wang, Jinghao, et al.
Published: (2023)
by: Wang, Jinghao, et al.
Published: (2023)
Panoptic Diffusion Models: co-generation of images and segmentation maps
by: Long, Yinghan, et al.
Published: (2024)
by: Long, Yinghan, et al.
Published: (2024)
GraphicsDreamer: Image to 3D Generation with Physical Consistency
by: Chen, Pei, et al.
Published: (2024)
by: Chen, Pei, et al.
Published: (2024)
TLCM: Training-efficient Latent Consistency Model for Image Generation with 2-8 Steps
by: Xie, Qingsong, et al.
Published: (2024)
by: Xie, Qingsong, et al.
Published: (2024)
StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization
by: Gaur, Gopalji, et al.
Published: (2025)
by: Gaur, Gopalji, et al.
Published: (2025)
RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection
by: Wang, Zhuo, et al.
Published: (2025)
by: Wang, Zhuo, et al.
Published: (2025)
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions
by: Yang, Zhengye, et al.
Published: (2025)
by: Yang, Zhengye, et al.
Published: (2025)
AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito
by: Hou, Yinghan, et al.
Published: (2026)
by: Hou, Yinghan, et al.
Published: (2026)
Paired Image Generation with Diffusion-Guided Diffusion Models
by: Zhang, Haoxuan, et al.
Published: (2025)
by: Zhang, Haoxuan, et al.
Published: (2025)
Efficient Zero-Shot AI-Generated Image Detection
by: Sonoda, Ryosuke, et al.
Published: (2026)
by: Sonoda, Ryosuke, et al.
Published: (2026)
Training-Free Consistent Text-to-Image Generation
by: Tewel, Yoad, et al.
Published: (2024)
by: Tewel, Yoad, et al.
Published: (2024)
LayerGS: Decomposition and Inpainting of Layered 3D Human Avatars via 2D Gaussian Splatting
by: Xu, Yinghan, et al.
Published: (2026)
by: Xu, Yinghan, et al.
Published: (2026)
PyCAT4: A Hierarchical Vision Transformer-based Framework for 3D Human Pose Estimation
by: Yang, Zongyou, et al.
Published: (2025)
by: Yang, Zongyou, et al.
Published: (2025)
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs
by: Xian, Jia Jun Cheng, et al.
Published: (2025)
by: Xian, Jia Jun Cheng, et al.
Published: (2025)
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
by: Mao, Jiawei, et al.
Published: (2025)
by: Mao, Jiawei, et al.
Published: (2025)
Efficient Text-driven Motion Generation via Latent Consistency Training
by: Hu, Mengxian, et al.
Published: (2024)
by: Hu, Mengxian, et al.
Published: (2024)
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment
by: Fu, Jun, et al.
Published: (2024)
by: Fu, Jun, et al.
Published: (2024)
Improving Black-Box Generative Attacks via Generator Semantic Consistency
by: Jeong, Jongoh, et al.
Published: (2025)
by: Jeong, Jongoh, et al.
Published: (2025)
TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval
by: Lyu, Shuai, et al.
Published: (2025)
by: Lyu, Shuai, et al.
Published: (2025)
A Comprehensive Dataset for Human vs. AI Generated Image Detection
by: Roy, Rajarshi, et al.
Published: (2026)
by: Roy, Rajarshi, et al.
Published: (2026)
Fractal Characterization of Low-Correlation Signals in AI-Generated Image Detection
by: Xie, Wenwei, et al.
Published: (2026)
by: Xie, Wenwei, et al.
Published: (2026)
GenShield: Unified Detection and Artifact Correction for AI-Generated Images
by: Xu, Zhipei, et al.
Published: (2026)
by: Xu, Zhipei, et al.
Published: (2026)
Methods and Trends in Detecting AI-Generated Images: A Comprehensive Review
by: Mahara, Arpan, et al.
Published: (2025)
by: Mahara, Arpan, et al.
Published: (2025)
Research on Detection of Floating Objects in River and Lake Based on AI Intelligent Image Recognition
by: Zhang, Jingyu, et al.
Published: (2024)
by: Zhang, Jingyu, et al.
Published: (2024)
Can Large Language Models Grasp Event Signals? Exploring Pure Zero-Shot Event-based Recognition
by: Yu, Zongyou, et al.
Published: (2024)
by: Yu, Zongyou, et al.
Published: (2024)
ICAS: Detecting Training Data from Autoregressive Image Generative Models
by: Yu, Hongyao, et al.
Published: (2025)
by: Yu, Hongyao, et al.
Published: (2025)
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation
by: Lu, Xiaoxin, et al.
Published: (2025)
by: Lu, Xiaoxin, et al.
Published: (2025)
WithAnyone: Towards Controllable and ID Consistent Image Generation
by: Xu, Hengyuan, et al.
Published: (2025)
by: Xu, Hengyuan, et al.
Published: (2025)
Consistent Video Editing as Flow-Driven Image-to-Video Generation
by: Wang, Ge, et al.
Published: (2025)
by: Wang, Ge, et al.
Published: (2025)
BF-GAN: Development of an AI-driven Bubbly Flow Image Generation Model Using Generative Adversarial Networks
by: Zhou, Wen, et al.
Published: (2025)
by: Zhou, Wen, et al.
Published: (2025)
LOTS of Fashion! Multi-Conditioning for Image Generation via Sketch-Text Pairing
by: Girella, Federico, et al.
Published: (2025)
by: Girella, Federico, et al.
Published: (2025)
SUSTechGAN: Image Generation for Object Detection in Adverse Conditions of Autonomous Driving
by: Lan, Gongjin, et al.
Published: (2024)
by: Lan, Gongjin, et al.
Published: (2024)
Similar Items
-
URMF: Uncertainty-aware Robust Multimodal Fusion for Multimodal Sarcasm Detection
by: Wang, Zhenyu, et al.
Published: (2026) -
When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection
by: Kim, Jihyeon, et al.
Published: (2026) -
Detecting AI-Generated Video via Frame Consistency
by: Ma, Long, et al.
Published: (2024) -
MIRAGE: Towards AI-Generated Image Detection in the Wild
by: Xia, Cheng, et al.
Published: (2025) -
Parameter Interpolation Adversarial Training for Robust Image Classification
by: Liu, Xin, et al.
Published: (2025)