Generalized Zero and Few-Shot Transfer for Facial Forgery Detection

21 June 2020

Matthias Nießner

Papers citing "Generalized Zero and Few-Shot Transfer for Facial Forgery Detection"

22 / 22 papers shown

Title
Active Light Modulation to Counter Manipulation of Speech Visual Content Hadleigh Schwartz Xiaofeng Yan Charles J. Carver Xia Zhou 63 0 0 30 Apr 2025
A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation Dawei Zhou Suzhi Gang Decheng Liu Tongliang Liu N. Wang Xinbo Gao AAML 34 0 0 11 Apr 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 47 0 0 11 Mar 2025
Diffusion Deepfake Chaitali Bhattacharyya Hanxiao Wang Feng Zhang Sung-Ha Kim Xiatian Zhu 19 5 0 02 Apr 2024
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation Fatma Shalabi H. Nguyen Hichem Felouat Ching-Chun Chang Isao Echizen 27 5 0 29 Jan 2024
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 30 3 0 17 Dec 2023
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes Pavel Korshunov Haolin Chen Philip N. Garner S´ebastien Marcel CVBM 27 4 0 29 Nov 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection Ying Xu Kiran Raja L. Verdoliva Marius Pedersen 17 19 0 26 Feb 2023
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 22 27 0 21 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 15 60 0 12 Nov 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 28 7 0 11 Oct 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features P. Saikia Dhwani Dholaria Priyanka Yadav Vaidehi M Patel Mohendra Roy 24 29 0 28 Jul 2022
TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations Shivangi Aneja Lev Markhasin Matthias Niessner AAML DiffM PICV 11 20 0 16 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 132 161 0 06 Dec 2021
Self-supervised GAN Detector Yonghyun Jeong Doyeon Kim Pyounggeon Kim Youngmin Ro Jongwon Choi 11 3 0 12 Nov 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 56 48 0 15 Jan 2021
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction G. Gafni Justus Thies Michael Zollhöfer Matthias Nießner 3DH 33 501 0 05 Dec 2020
ID-Reveal: Identity-aware DeepFake Video Detection D. Cozzolino Andreas Rossler Justus Thies Matthias Nießner L. Verdoliva AAML 11 163 0 04 Dec 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 132 1,018 0 27 Sep 2019
Reconstructing faces from voices Yandong Wen Rita Singh Bhiksha Raj CVBM 10 6 0 25 May 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017