conftrace_

deepfake detection

174 papers

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Co-occurring keywords

domain generalization (1522) anomaly detection (747) face forgery detection (40) image forensics (62) multimodal learning (4645) face recognition (469) representation learning (6206) generative model (2892) self-supervised learning (3777) contrastive learning (4032)

Papers

Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces IJCAI 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection AAAI 2024
iFakeDetector: Real Time Integrated Web-based Deepfake Detection System IJCAI 2024
Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset ACL 2024
Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection CVPR 2024
Zero-Shot Fake Video Detection by Audio-Visual Consistency INTERSPEECH 2024
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion CVPR 2024
DF40: Toward Next-Generation Deepfake Detection NIPS 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024
TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics IJCAI 2024
Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking CVPR 2024
AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection CVPR 2024
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion NIPS 2024
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning NIPS 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector? NIPS 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge NIPS 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection CVPR 2024
Catch Me If You GPT: Tutorial on Deepfake Texts NAACL 2024
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection INTERSPEECH 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024
Weakly-Supervised Deepfake Localization in Diffusion-Generated Images WACV 2024
Improving Fairness in Deepfake Detection WACV 2024