3 papers
cs.LG2025
Topological Deep Learning for Speech Data
Zhiwang Yu
Topological data analysis (TDA) offers novel mathematical tools for deep learning. Inspired by Carlsson et al., this study designs topology-aware convolutional kernels that signifi…
cs.MM2024
Virbo: Multimodal Multilingual Avatar Video Generation in Digital Marketing
Juan Zhang, Jiahao Chen, Cheng Wang +4
With the widespread popularity of internet celebrity marketing all over the world, short video production has gradually become a popular way of presenting products information. How…
cs.CV2024
G4G:A Generic Framework for High Fidelity Talking Face Generation with Fine-grained Intra-modal Alignment
Juan Zhang, Jiahao Chen, Cheng Wang +3
Despite numerous completed studies, achieving high fidelity talking face generation with highly synchronized lip movements corresponding to arbitrary audio remains a significant ch…