Jiajia Jiao

Mammography Data Augmentation Using ACGAN

2021

As high morbidity and mortality of breast cancer, early diagnosis plays a key role in improving survival rate. So it is significant to develop breast cancer detection techniques. Nowadays, Convolutional Neural Networks (CNN) have been …

Self-Supervised Text-Centric Sentiment Analysis via Sparse Cross-Modal Interactions

2024

Multi-modal sentiment analysis serves as a crucial research sub-topic within the field of multi-modal learning. Significant advancements have been achieved with the emergence of transformers and attention mechanisms, yet several prominent issues remain. Firstly, existing …