Enhancing General Face Forgery Detection via Vision Transformer with
Low-Rank Adaptation

Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation

2 March 2023

Shiqi Wang

Papers citing "Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation"

15 / 15 papers shown

Title
Multi LoRA Meets Vision: Merging multiple adapters to create a multi task model Ege Kesim Selahattin Serdar Helli MoMe 65 0 0 21 Nov 2024
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
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture Chenqi Kong Anwei Luo Peijun Bao Haoliang Li Renjie Wan Zengwei Zheng Anderson de Rezende Rocha Alex C. Kot AAML 21 3 0 23 Aug 2024
A Survey on LoRA of Large Language Models Yuren Mao Yuhang Ge Yijiang Fan Wenyi Xu Yu Mi Zhonghao Hu Yunjun Gao ALM 52 22 0 08 Jul 2024
Low-Rank Adaption on Transformer-based Oriented Object Detector for Satellite Onboard Processing of Remote Sensing Images Xinyang Pu Feng Xu 16 3 0 04 Jun 2024
Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories Zongmei Chen Xin Liao Xiaoshuai Wu Yanxiang Chen 21 3 0 28 Apr 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 26 5 0 12 Apr 2024
Visual Prompt Flexible-Modal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Ajian Liu Changsheng Chen 19 6 0 26 Jul 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 12 39 0 24 Apr 2023
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System Chen Kong Kexin Zheng Y. Liu Shiqi Wang Anderson de Rezende Rocha Haoliang Li CVBM AAML 12 5 0 30 Jan 2023
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 51 23 0 29 Sep 2022
Learning Meta Pattern for Face Anti-Spoofing Rizhao Cai Zhi Li Renjie Wan Haoliang Li Yongjian Hu Alex C. Kot CVBM 45 63 0 13 Oct 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 43 60 0 13 Jul 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 124 1,018 0 27 Sep 2019
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 193 14,190 0 07 Oct 2016