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3D Shape Reconstruction from Videos
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection
Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes
Region-Based Optimization in Continual Learning for Audio Deepfake Detection
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning
Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
Is it the model or the metric -- On robustness measures of deeplearning models
FaceShield: Defending Facial Image against Deepfake Threats
Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection
Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures
Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning
Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks
RealSeal: Revolutionizing Media Authentication with Real-Time Realism Scoring
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Hindi audio-video-Deepfake (HAV-DF): A Hindi language-based Audio-video Deepfake Dataset
Facial Features Matter: a Dynamic Watermark based Proactive Deepfake Detection Approach
XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization
How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception
Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights
Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization
A Quality-Centric Framework for Generic Deepfake Detection
Toward Transdisciplinary Approaches to Audio Deepfake Discernment
Unexploited Information Value in Human-AI Collaboration
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection
FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks
Towards General Deepfake Detection with Dynamic Curriculum
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset
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