MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face
Forgery Detection

MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection

12 April 2024

Shiqi Wang

Papers citing "MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection"

13 / 13 papers shown

Title
WMamba: Wavelet-based Mamba for Face Forgery Detection Siran Peng Tianshuo Zhang Li Gao Xiangyu Zhu H. M. Zhang Kai Pang Zhen Lei Mamba 56 2 0 17 Jan 2025
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 47 0 0 11 Jun 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 25 40 0 31 Jan 2024
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 29 15 0 02 Mar 2023
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 56 51 0 30 Sep 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 48 23 0 29 Sep 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 137 323 0 18 Feb 2022
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta Yanping Huang Ankur Bapna M. Krikun Dmitry Lepikhin Minh-Thang Luong Orhan Firat MoE 119 87 0 24 Sep 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
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 100 178 0 20 Apr 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 75 365 0 05 Jan 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 190 14,190 0 07 Oct 2016