3 papers
cs.SD2023
More Perspectives Mean Better: Underwater Target Recognition and Localization with Multimodal Data via Symbiotic Transformer and Multiview Regression
Shipei Liu, Xiaoya Fan, Guowei Wu
Underwater acoustic target recognition (UATR) and localization (UATL) play important roles in marine exploration. The highly noisy acoustic signal and time-frequency interference a…
cs.SD2022
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation
Guowei Wu, Shipei Liu, Xiaoya Fan
Symbolic Music Generation relies on the contextual representation capabilities of the generative model, where the most prevalent approach is the Transformer-based model. The learni…
q-bio.BM2020
Review of Machine-Learning Methods for RNA Secondary Structure Prediction
Qi Zhao, Zheng Zhao, Xiaoya Fan +3
Secondary structure plays an important role in determining the function of non-coding RNAs. Hence, identifying RNA secondary structures is of great value to research. Computational…