Siyi Du

According to our database, Siyi Du authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data.

Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan P. O'Regan, Chen Qin

CoRR, 2024

CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization.

Yinsong Wang, Siyi Du, Shaoming Zheng, Xinzhe Luo, Chen Qin

Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

SGSR: Structure-Guided Multi-contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention.

Shaoming Zheng, Yinsong Wang, Siyi Du, Chen Qin

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

2023

AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets.

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets.

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification.

Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Leverage Subsampling for Joint Mean and Variance Models with Massive Data.

Mingxia Gong, Zhiyu Deng, Runze Chen, Yi Dong, Siyi Du, Liucang Wu

Proceedings of the 4th International Conference on Big Data & Artificial Intelligence & Software Engineering, 2023

2022

FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.

Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2020

KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue.

Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020