Automated In-the-Wild Data Collection for Continual AI Generated Image Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Pantsios, Thanasis, Karageorgiou, Dimitrios, Koutlis, Christos, Karantaidis, George, Papadopoulou, Olga, Papadopoulos, Symeon |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?
by: Konstantinidou, Despina, et al.
Published: (2025)
by: Konstantinidou, Despina, et al.
Published: (2025)
IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition
by: Karantaidis, George, et al.
Published: (2024)
by: Karantaidis, George, et al.
Published: (2024)
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition
by: Karantaidis, George, et al.
Published: (2025)
by: Karantaidis, George, et al.
Published: (2025)
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection
by: Koutlis, Christos, et al.
Published: (2024)
by: Koutlis, Christos, et al.
Published: (2024)
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization
by: Koutlis, Christos, et al.
Published: (2024)
by: Koutlis, Christos, et al.
Published: (2024)
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping
by: Konstantinidou, Despina, et al.
Published: (2024)
by: Konstantinidou, Despina, et al.
Published: (2024)
AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization
by: Koutlis, Christos, et al.
Published: (2025)
by: Koutlis, Christos, et al.
Published: (2025)
Any-Resolution AI-Generated Image Detection by Spectral Learning
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
Latent Reconstruction from Generated Data for Multimodal Misinformation Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2025)
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2025)
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting
by: Giakoumoglou, Paschalis, et al.
Published: (2025)
by: Giakoumoglou, Paschalis, et al.
Published: (2025)
Designing and Generating Diverse, Equitable Face Image Datasets for Face Verification Tasks
by: Baltsou, Georgia, et al.
Published: (2025)
by: Baltsou, Georgia, et al.
Published: (2025)
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes
by: Baltsou, Georgia, et al.
Published: (2024)
by: Baltsou, Georgia, et al.
Published: (2024)
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations
by: Sarridis, Ioannis, et al.
Published: (2023)
by: Sarridis, Ioannis, et al.
Published: (2023)
BAdd: Bias Mitigation through Bias Addition
by: Sarridis, Ioannis, et al.
Published: (2024)
by: Sarridis, Ioannis, et al.
Published: (2024)
VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation
by: Sarridis, Ioannis, et al.
Published: (2025)
by: Sarridis, Ioannis, et al.
Published: (2025)
MAVias: Mitigate any Visual Bias
by: Sarridis, Ioannis, et al.
Published: (2024)
by: Sarridis, Ioannis, et al.
Published: (2024)
FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations
by: Sarridis, Ioannis, et al.
Published: (2024)
by: Sarridis, Ioannis, et al.
Published: (2024)
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2023)
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2023)
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
by: Karageorgiou, Dimitrios, et al.
Published: (2024)
Composite Data Augmentations for Synthetic Image Detection Against Real-World Perturbations
by: Amarantidou, Efthymia, et al.
Published: (2025)
by: Amarantidou, Efthymia, et al.
Published: (2025)
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2024)
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2024)
InDistill: Information flow-preserving knowledge distillation for model compression
by: Sarridis, Ioannis, et al.
Published: (2022)
by: Sarridis, Ioannis, et al.
Published: (2022)
TGIF: Text-Guided Inpainting Forgery Dataset
by: Mareen, Hannes, et al.
Published: (2024)
by: Mareen, Hannes, et al.
Published: (2024)
Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
by: Mylonas, Stelios, et al.
Published: (2025)
by: Mylonas, Stelios, et al.
Published: (2025)
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
by: Schinas, Manos, et al.
Published: (2024)
by: Schinas, Manos, et al.
Published: (2024)
TGIF2: Extended Text-Guided Inpainting Forgery Dataset & Benchmark
by: Mareen, Hannes, et al.
Published: (2026)
by: Mareen, Hannes, et al.
Published: (2026)
DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization
by: Giakoumoglou, Paschalis, et al.
Published: (2026)
by: Giakoumoglou, Paschalis, et al.
Published: (2026)
"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection
by: Skoularikis, Anastasios, et al.
Published: (2025)
by: Skoularikis, Anastasios, et al.
Published: (2025)
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
by: Tsigos, Konstantinos, et al.
Published: (2024)
by: Tsigos, Konstantinos, et al.
Published: (2024)
Do DeepFake Attribution Models Generalize?
by: Baxavanakis, Spiros, et al.
Published: (2025)
by: Baxavanakis, Spiros, et al.
Published: (2025)
Quality-Aware Calibration for AI-Generated Image Detection in the Wild
by: Guillaro, Fabrizio, et al.
Published: (2026)
by: Guillaro, Fabrizio, et al.
Published: (2026)
NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild
by: Gushchin, Aleksandr, et al.
Published: (2026)
by: Gushchin, Aleksandr, et al.
Published: (2026)
MIRAGE: Towards AI-Generated Image Detection in the Wild
by: Xia, Cheng, et al.
Published: (2025)
by: Xia, Cheng, et al.
Published: (2025)
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection
by: Hong, Yan, et al.
Published: (2024)
by: Hong, Yan, et al.
Published: (2024)
OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
by: Guo, Yuncheng, et al.
Published: (2025)
by: Guo, Yuncheng, et al.
Published: (2025)
HEDGE: Heterogeneous Ensemble for Detection of AI-GEnerated Images in the Wild
by: Wu, Fei, et al.
Published: (2026)
by: Wu, Fei, et al.
Published: (2026)
Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge
by: Violos, John, et al.
Published: (2024)
by: Violos, John, et al.
Published: (2024)
Sampling Strategies for Mitigating Bias in Face Synthesis Methods
by: Maragkoudakis, Emmanouil, et al.
Published: (2024)
by: Maragkoudakis, Emmanouil, et al.
Published: (2024)
Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image Collections
by: Zhang, Dongbin, et al.
Published: (2024)
by: Zhang, Dongbin, et al.
Published: (2024)
Similar Items
-
Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?
by: Konstantinidou, Despina, et al.
Published: (2025) -
IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition
by: Karantaidis, George, et al.
Published: (2024) -
Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition
by: Karantaidis, George, et al.
Published: (2025) -
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection
by: Koutlis, Christos, et al.
Published: (2024) -
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization
by: Koutlis, Christos, et al.
Published: (2024)