Dianwen Ng

Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals

Lan Xiang, Dianwen Ng, Shenda Hong et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 49 citations · Full text

Computing, Biomedical Engineering, Computer Science +14

Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting

Dianwen Ng, Yunqi Chen, Biao Tian et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 49 citations

Computing, Computer Science, Curriculum +14

Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study

Yee Liang Thian, Dianwen Ng, James Thomas Patrick Decourcy Hallinan et al. · Radiology Artificial Intelligence · 2021 · 45 citations · Full text

Medicine, Computer Science, Surgery +15

MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation

Shengkui Zhao, Yukun Ma, Chongjia Ni et al. · 2024 · 45 citations

Computing, Computer Science, Machine Learning +15

De’hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition

Dianwen Ng, Ruixi Zhang, Jia Qi Yip et al. · 2023 · 16 citations

Computing, Computer Science, Feature Engineering +16