Self-Supervised Video Forensics by Audio-Visual Anomaly Detection

Self-Supervised Video Forensics by Audio-Visual Anomaly Detection

4 January 2023

Ziyang Chen

Papers citing "Self-Supervised Video Forensics by Audio-Visual Anomaly Detection"

15 / 15 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 45 0 0 05 May 2025
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection Xiaocan Chen Qilin Yin Jiarui Liu Wei Lu Xiangyang Luo Jiantao Zhou CVBM 74 0 0 18 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 92 1 0 29 Nov 2024
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
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 58 2 0 15 Nov 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 48 9 0 20 May 2024
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 21 6 0 28 Nov 2023
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 74 52 0 30 Sep 2022
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Bernard Ghanem 57 51 0 11 Jan 2021
VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency Ruohan Gao Kristen Grauman CVBM 185 198 0 08 Jan 2021
Lipreading using Temporal Convolutional Networks Brais Martínez Pingchuan Ma Stavros Petridis M. Pantic 168 238 0 23 Jan 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 201 819 0 12 Jun 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,543 0 25 Jan 2016