Generalizable Deepfake Detection with Phase-Based Motion Analysis

17 November 2022

Papers citing "Generalizable Deepfake Detection with Phase-Based Motion Analysis"

10 / 10 papers shown

Title
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang ViT 33 5 0 19 Oct 2023
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 102 254 0 20 Apr 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 157 357 0 02 Mar 2021
Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking Ilke Demir U. Ciftci 16 45 0 04 Jan 2021
Lipreading using Temporal Convolutional Networks Brais Martínez Pingchuan Ma Stavros Petridis M. Pantic 168 238 0 23 Jan 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 135 1,037 0 27 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
Learning-based Video Motion Magnification Tae-Hyun Oh Ronnachai Jaroensri Changil Kim Mohamed A. Elgharib F. Durand William T. Freeman Wojciech Matusik 37 151 0 08 Apr 2018
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 201 14,304 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016