Yang Sun
Postdoctoral Researcher in Image Analysis
Yang is a postdoc of Big Data Institute, University of Oxford. He received his PhD from Newcastle University in 2019 and his research interests include image processing and audio signal processing with neural networks. In Ox-NVS collaboration, Yang is responsible for cross-sectional Gadolinium enhancing lesions and longitudinal T2 lesion segmentation within MRIs.
Recent publications
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MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching
Wu F. et al, (2024), IEEE Transactions on Medical Imaging
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Prognostic factors for worsening and improvement in multiple sclerosis using a multi-state model
NICHOLS T. et al, (2024), Multiple Sclerosis
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U-Shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement
Li Y. et al, (2023), IEEE/ACM Transactions on Audio Speech and Language Processing, 31, 1511 - 1521
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Convolutional fusion network for monaural speech enhancement.
Xian Y. et al, (2021), Neural networks : the official journal of the International Neural Network Society, 143, 97 - 107
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A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement
Xian Y. et al, (2021), IEEE Journal on Selected Topics in Signal Processing, 15, 143 - 155