3 papers
cs.SD2025
Localizing Audio-Visual Deepfakes via Hierarchical Boundary Modeling
Xuanjun Chen, Shih-Peng Cheng, Jiawei Du +6
Audio-visual temporal deepfake localization under the content-driven partial manipulation remains a highly challenging task. In this scenario, the deepfake regions are usually only…
cs.LG2024
Improving Location-based Thermal Emission Side-Channel Analysis Using Iterative Transfer Learning
Tun-Chieh Lou, Chung-Che Wang, Jyh-Shing Roger Jang +3
This paper proposes the use of iterative transfer learning applied to deep learning models for side-channel attacks. Currently, most of the side-channel attack methods train a mode…
cs.SD2024
Improving Real-Time Music Accompaniment Separation with MMDenseNet
Chun-Hsiang Wang, Chung-Che Wang, Jun-You Wang +2
Music source separation aims to separate polyphonic music into different types of sources. Most existing methods focus on enhancing the quality of separated results by using a larg…