AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection
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2505.00312
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Published
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2
🙈 Modern Deepfake Detection Papers: Images / Video
It's time to re-think detection models. We have about 50 papers ready to be indexed as most of the papers are not on HF. Please hold 😉
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A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection
Paper • 2504.21066 • Published • 1 -
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors
Paper • 2411.04125 • Published • 1 -
Robust AI-Generated Face Detection with Imbalanced Data
Paper • 2505.02182 • Published -
101
Vision Papers
💻All paper summaries read by Merve
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TrueFake: A Real World Case Dataset of Last Generation Fake Images also Shared on Social Networks
Paper • 2504.20658 • Published -
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI
Paper • 2503.18286 • Published -
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
Paper • 2503.21003 • Published -
Revealing the Implicit Noise-based Imprint of Generative Models
Paper • 2503.09314 • Published -
DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images
Paper • 2504.19876 • Published -
Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection
Paper • 2504.00463 • Published