Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection-Reference-Cited by-同舟云学术

Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection

Published:2023-03 Issue:3 Volume:33 Page:1468-1480
ISSN:1051-8215
Container-title:IEEE Transactions on Circuits and Systems for Video Technology
language:
Short-container-title:IEEE Trans. Circuits Syst. Video Technol.

Author:

Chen Han¹^ORCID,Lin Yuzhen¹^ORCID,Li Bin¹^ORCID,Tan Shunquan¹^ORCID

Affiliation:

1. Guangdong Key Laboratory of Intelligent Information Processing, the Shenzhen Key Laboratory of Media Security, and the Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China

Funder

NSFC

Basic and Applied Basic Research Foundation of Guangdong Province

Shenzhen Research and Development Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Media Technology

Link

http://xplorestaging.ieee.org/ielx7/76/10061510/09903059.pdf?arnumber=9903059

Reference55 articles.

1. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol,2019

2. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017

3. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

4. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;Proc Int Conf Learn Represent,2020

5. EfficientNet: Rethinking model scaling for convolutional neural networks;tan;Proc Int Conf Mach Learn,2019

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