Combining EfficientNet and Vision Transformers for Video Deepfake
Detection

Combining EfficientNet and Vision Transformers for Video Deepfake Detection

6 July 2021

Claudio Gennaro

Fabrizio Falchi

Papers citing "Combining EfficientNet and Vision Transformers for Video Deepfake Detection"

13 / 63 papers shown

Title
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 44 4 0 07 Oct 2022
Deep Convolutional Pooling Transformer for Deepfake Detection Tianyi Wang Harry Cheng Kam-pui Chow Liqiang Nie ViT 29 67 0 12 Sep 2022
Deepfake Video Detection with Spatiotemporal Dropout Transformer Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 25 38 0 14 Jul 2022
DFGC 2022: The Second DeepFake Game Competition Bo Peng Wei Xiang Yue Jiang Wei Wang Jing Dong Zhen Sun Zhen Lei Siwei Lyu 21 10 0 30 Jun 2022
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection D. Coccomini R. Caldelli Fabrizio Falchi Claudio Gennaro Giuseppe Amato ViT 135 30 0 28 Jun 2022
Online Segmentation of LiDAR Sequences: Dataset and Algorithm Romain Loiseau Mathieu Aubry Loïc Landrieu 3DPC 27 15 0 16 Jun 2022
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization Zhixi Cai Kalin Stefanov Abhinav Dhall Munawar Hayat 20 3 0 13 Apr 2022
Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work Khawar Islam ViT 28 45 0 03 Mar 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 38 51 0 12 Feb 2022
Recurrent Vision Transformer for Solving Visual Reasoning Problems Nicola Messina Giuseppe Amato F. Carrara Claudio Gennaro Fabrizio Falchi ViT LRM 22 11 0 29 Nov 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,431 0 04 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,047 0 27 Sep 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 300 10,225 0 16 Nov 2016