Siyi Du

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Set Of Training Images

Medical Image Segmentation

Multiple Sclerosis

Top Venues

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

ECCV Workshops (4)

Publications

Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan P. O'Regan, Chen Qin
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data. CoRR (2024)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. CoRR (2023)
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. MICCAI (4) (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. CoRR (2023)
Mingxia Gong, Zhiyu Deng, Runze Chen, Yi Dong, Siyi Du, Liucang Wu
Leverage Subsampling for Joint Mean and Variance Models with Massive Data. ICBASE (2023)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. ECCV Workshops (4) (2022)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. CoRR (2022)
Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue. CoRR (2020)
Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue. ACM Multimedia (2020)