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Siyi Du
Siyi Du
PhD Student at Imperial College London
Verified email at imperial.ac.uk - Homepage
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Year
Kbgn: Knowledge-bridge graph network for adaptive vision-text reasoning in visual dialogue
X Jiang, S Du, Z Qin, Y Sun, J Yu
Proceedings of the 28th ACM International Conference on Multimedia, 1265-1273, 2020
392020
FairDisCo: Fairer AI in dermatology via disentanglement contrastive learning
S Du, B Hers, N Bayasi, G Hamarneh, R Garbi
European Conference on Computer Vision, 185-202, 2022
322022
MDViT: Multi-domain vision transformer for small medical image segmentation datasets
S Du, N Bayasi, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2023
222023
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification
N Bayasi, S Du, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2023
82023
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
S Du, N Bayasi, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2023
52023
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
S Du, S Zheng, Y Wang, W Bai, DP O'Regan, C Qin
European Conference on Computer Vision ECCV 2024, 2024
22024
Deep learning for dermatology: contributions in model fairness, multi-domain adaptation, and light-weight efficiency
S Du
University of British Columbia, 2023
22023
SGSR: Structure-Guided Multi-contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
S Zheng, Y Wang, S Du, C Qin
International Workshop on Machine Learning in Medical Imaging, 382-391, 2024
2024
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Y Wang, S Du, S Zheng, X Luo, C Qin
International Workshop on Biomedical Image Registration, 308-318, 2024
2024
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