Cover Image

Semantic-Aware Reconstruction Error for Detecting AI-Generated Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kang, Ju Yeon, Park, Jaehong, Kim, Semin, Yoon, Ji Won, Kim, Nam Soo
Format:	Preprint
Published:	2025
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

NSegment : Label-specific Deformations for Remote Sensing Image Segmentation
by: Kim, Yechan, et al.
Published: (2025)

Variation-Aware Semantic Image Synthesis
by: Xu, Mingle, et al.
Published: (2023)

SCU-CGAN: Enhancing Fire Detection through Synthetic Fire Image Generation and Dataset Augmentation
by: Kim, Ju-Young, et al.
Published: (2025)

UCMNet: Uncertainty-Aware Context Memory Network for Under-Display Camera Image Restoration
by: Kim, Daehyun, et al.
Published: (2026)

STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment
by: Lee, Jaewoo, et al.
Published: (2023)

Human Interaction-Aware 3D Reconstruction from a Single Image
by: Kim, Gwanghyun, et al.
Published: (2026)

NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection
by: Kim, Yechan, et al.
Published: (2024)

Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling
by: Park, Sungjune, et al.
Published: (2025)

Integrating Spatial and Frequency Information for Under-Display Camera Image Restoration
by: Ahn, Kyusu, et al.
Published: (2025)

Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild
by: Jin, Siyoon, et al.
Published: (2024)

Model Agnostic Preference Optimization for Medical Image Segmentation
by: Nam, Yunseong, et al.
Published: (2025)

Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
by: Ryu, Jongwon, et al.
Published: (2026)

Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models
by: Jang, Sangwon, et al.
Published: (2025)

LayeringDiff: Layered Image Synthesis via Generation, then Disassembly with Generative Knowledge
by: Kang, Kyoungkook, et al.
Published: (2025)

GRRE: Leveraging G-Channel Removed Reconstruction Error for Robust Detection of AI-Generated Images
by: He, Shuman, et al.
Published: (2026)

Hierarchy-Aware Multimodal Unlearning for Medical AI
by: Wu, Fengli, et al.
Published: (2025)

BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation
by: Lee, Daeun, et al.
Published: (2024)

DBMovi-GS: Dynamic View Synthesis from Blurry Monocular Video via Sparse-Controlled Gaussian Splatting
by: Song, Yeon-Ji, et al.
Published: (2025)

Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes
by: Qin, Ziheng, et al.
Published: (2025)

EIRES:Training-free AI-Generated Image Detection via Edit-Induced Reconstruction Error Shift
by: Jiang, Wan, et al.
Published: (2025)

Building UI/UX Dataset for Dark Pattern Detection and YOLOv12x-based Real-Time Object Recognition Detection System
by: Jang, Se-Young, et al.
Published: (2025)

Flatfish Lesion Detection Based on Part Segmentation Approach and Lesion Image Generation
by: Hwang, Seo-Bin, et al.
Published: (2024)

AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild
by: Park, Junho, et al.
Published: (2024)

Focus Matters: Phase-Aware Suppression for Hallucination in Vision-Language Models
by: Kim, Sohyeon, et al.
Published: (2026)

Progressive Fourier Neural Representation for Sequential Video Compilation
by: Kang, Haeyong, et al.
Published: (2023)

A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection
by: Kim, SuYeon, et al.
Published: (2026)

Bridging the gap to real-world language-grounded visual concept learning
by: Jung, Whie, et al.
Published: (2025)

When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection
by: Kim, Jihyeon, et al.
Published: (2026)

Learning an Ensemble Token from Task-driven Priors in Facial Analysis
by: Seo, Sunyong, et al.
Published: (2025)

BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing
by: Kim, Jinsu, et al.
Published: (2025)

Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity
by: Lee, Sung Ju, et al.
Published: (2025)

Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
by: Kim, Jongha, et al.
Published: (2024)

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
by: Zhang, Shilong, et al.
Published: (2025)

Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
by: Lee, Daeun, et al.
Published: (2024)

WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
by: Yeo, Woongyeong, et al.
Published: (2025)

CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation
by: Jain, Sanyam, et al.
Published: (2026)

Rethinking the Use of Vision Transformers for AI-Generated Image Detection
by: Park, NaHyeon, et al.
Published: (2025)

Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation
by: Jeon, Jaehyeong, et al.
Published: (2024)

MAESIL: Masked Autoencoder for Enhanced Self-supervised Medical Image Learning
by: Kim, Kyeonghun, et al.
Published: (2026)

COTTA: Context-Aware Transfer Adaptation for Trajectory Prediction in Autonomous Driving
by: Park, Seohyoung, et al.
Published: (2026)