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Can We Leave Deepfake Data Behind in Training Deepfake Detector?

Can We Leave Deepfake Data Behind in Training Deepfake Detector?

30 August 2024
Jikang Cheng
Zhiyuan Yan
Ying Zhang
Yuhao Luo
Zhongyuan Wang
Chen Li
ArXivPDFHTML

Papers citing "Can We Leave Deepfake Data Behind in Training Deepfake Detector?"

6 / 6 papers shown
Title
Learning Real Facial Concepts for Independent Deepfake Detection
Learning Real Facial Concepts for Independent Deepfake Detection
Ming-Hui Liu
Harry Cheng
Tianyi Wang
Xin Luo
Xin-Shun Xu
31
0
0
07 May 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
Long Ma
Zhiyuan Yan
Yize Chen
Jin Xu
Qinglang Guo
Hu Huang
Yong Liao
Hui Lin
CVBM
39
0
0
07 Apr 2025
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data
Rohit Kundu
Athula Balachandran
A. Roy-Chowdhury
40
0
0
20 Mar 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Hong-Hanh Nguyen-Le
Van-Tuan Tran
Dinh-Thuc Nguyen
Nhien-An Le-Khac
AAML
102
0
0
26 Nov 2024
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level
  Blending and Spatiotemporal Adapter Tuning
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
Zhiyuan Yan
Yandan Zhao
Shen Chen
Xinghe Fu
Taiping Yao
Shouhong Ding
Li Yuan
25
8
0
30 Aug 2024
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
MDE
BDL
PINN
201
14,190
0
07 Oct 2016
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