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Siyi Du
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 10
Top Topics
Skin Lesion
Medical Image Segmentation
Reasoning Mechanisms
Massive Data
Top Venues
CoRR
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
ACM Multimedia
ECCV Workshops (4)
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Publications
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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)