Du, Siyi
- TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
2024/07/10 by Siyi Du, Du, Siyi, Shaoming Zheng +9 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets
2023/07/05 by Du, Siyi, Bayasi, Nourhan, Hamarneh, Ghassan +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning
2022/08/22 by Du, Siyi, Hers, Ben, Bayasi, Nourhan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
2023/07/26 by Du, Siyi, Bayasi, Nourhan, Hamarneh, Ghassan +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
2024/08/06 by Shaoming Zheng, Yinsong Wang, Zheng, Shaoming +5 · 1 citation
Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification
2025/03/08 by Du, Siyi, Luo, Xinzhe, O'Regan, Declan P. +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences