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Oct 16, 2023 · In this work, we propose a novel Space-Frequency Interactive Convolution (SFIConv) to efficiently model the manipulation clues left by Deepfake.
Nov 22, 2023 · convolution for better Deepfake detection. We distill the above insights and design a new convolution component, namely Space-Frequency ...
Oct 16, 2023 · The existing detection works achieve deepfake detection by improving the traditional backbone networks to capture subtle manipulation traces.
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Dec 11, 2023 · Constructing New Backbone Networks via Space-Frequency Interactive Convolution for Deepfake Detection. ... frequency-hopping signals. Multidimens ...
Nov 20, 2023 · employs a 3D convolution network as backbone ... erarchical frequency-assisted interactive networks for face ... Frequency Relation Reasoning for ...
The existing detection works achieve deepfake detection by improving the traditional backbone networks to capture subtle manipulation traces. However, there is ...
Constructing New Backbone Networks via Space-Frequency Interactive Convolution for Deepfake Detection ... detection by improving the traditional backbone networks ...
Constructing New Backbone Networks via Space-Frequency Interactive Convolution for Deepfake Detection ... 2021. TLDR. A new multi-attentional deepfake detection ...
4 days ago · This raises a critical question: Can we develop efficient deep-learning-based deepfake detection methods without sacrificing accuracy? In the ...
Apr 11, 2024 · In this article, we propose a novel approach for face forgery detection by introducing a spatial and frequency dual stream network. The proposed ...