GM-DF: Generalized Multi-Scenario Deepfake Detection

GM-DF: Generalized Multi-Scenario Deepfake Detection

28 June 2024

Papers citing "GM-DF: Generalized Multi-Scenario Deepfake Detection"

17 / 17 papers shown

Title
Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection Xinjie Cui Y. Li Ao Luo Jiaran Zhou Junyu Dong 87 4 0 29 Nov 2024
Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention Xiaoyi Liu Zhou Yu Lianghao Tan 15 4 0 23 Aug 2024
Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods Yiming Zhou Zixuan Zeng Andi Chen Xiaofan Zhou Haowei Ni Shiyao Zhang Panfeng Li Liangxi Liu Mengyao Zheng Xupeng Chen 3DGS 26 17 0 08 Aug 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
Towards SAR Automatic Target Recognition MultiCategory SAR Image Classification Based on Light Weight Vision Transformer Guibin Zhao Pengfei Li Zhibo Zhang Fusen Guo Xueting Huang Wei Xu Jinyin Wang Jianlong Chen 32 6 0 18 May 2024
UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan Yong Zhang Yanbo Fan Baoyuan Wu 55 93 0 27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 220 698 0 28 Apr 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 100 254 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 145 280 0 02 Mar 2021
Simple multi-dataset detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 216 110 0 25 Feb 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 78 365 0 05 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 127 1,018 0 27 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 75 5,262 0 03 Nov 2016