SRRA: Stable-Rank-Based Residual Adaptation for Generalizable Deepfake Detection
- 3 October 2026
- book chapter
- Published by Springer Nature
- p. 574-591
Abstract
No abstract availableKeywords
This publication has 39 references indexed in Scilit:
- Fake It till You Make It: Curricular Dynamic Forgery Augmentations Towards General Deepfake Detection2024
- Deepfake detection via inter-frame inconsistency recomposition and enhancementPattern Recognition, 2023
- Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain2021
- Thinking in Frequency: Face Forgery Detection by Mining Frequency-Aware Clues2020
- Face X-Ray for More General Face Forgery Detection2020
- Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics2020
- DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection2020
- A Style-Based Generator Architecture for Generative Adversarial Networks2019
- Xception: Deep Learning with Depthwise Separable Convolutions2017
- Deep Residual Learning for Image Recognition2016