London, UK

Siyi Du

Expert
@siyi-wind

PhD Student at Imperial Collge London. Deep Learning, Multimodal Learning, Medical Imaging.

siyi-wind.github.io/

TIP. [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)

98

machine-learning-course-projects. Including some machine learning and artificial intellegent examples

95

STiL. [CVPR 2025] STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification (an official implementation)

44

MDViT. [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)

41

AViT. [MICCAI ISIC Workshop 2023 (best paper)] AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (an official implementation)

24

FairDisCo. [ECCV ISIC Workshop 2022 (best paper)] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning (an official implementation)

16

BioMedIA-ReadingGroup.

11

DyMo. [ICLR 2026] Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification (an official implementation)

11

DyMo. [ICLR 2026] Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification (an official implementation)

7

cs-course-project. Python

4
10
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