Siyi Du

23 papers A* 2A 1Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Conditional Contrast-Agnostic Deformable Image Registration with Uncertainty Estimation.
CoRR
Yinsong Wang, Xinzhe Luo, Siyi Du, Chen Qin
2026 J jnl
Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification.
CoRR
Siyi Du, Xinzhe Luo, Declan P. O'Regan, Chen Qin
2025 A conf
L2Calib: SE (3)-Manifold Reinforcement Learning for Robust Extrinsic Calibration with Degenerate Motion Resilience.
IROS
Baorun Li, Chengrui Zhu, Siyi Du, Bingran Chen, Jie Ren, Wenfei Wang, Yong Liu, Jiajun Lv
2025 J jnl
L2Calib: SE(3)-Manifold Reinforcement Learning for Robust Extrinsic Calibration with Degenerate Motion Resilience.
CoRR
Baorun Li, Chengrui Zhu, Siyi Du, Bingran Chen, Jie Ren, Wenfei Wang, Yong Liu, Jiajun Lv
2025 A* conf
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification.
CVPR
Siyi Du, Xinzhe Luo, Declan P. O'Regan, Chen Qin
2025 J jnl
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification.
CoRR
Siyi Du, Xinzhe Luo, Declan P. O'Regan, Chen Qin
2024 — conf
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization.
WBIR
Yinsong Wang, Siyi Du, Shaoming Zheng, Xinzhe Luo, Chen Qin
2024 J jnl
CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization.
CoRR
Yinsong Wang, Siyi Du, Shaoming Zheng, Xinzhe Luo, Chen Qin
2024 J jnl
SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention.
CoRR
Shaoming Zheng, Yinsong Wang, Siyi Du, Chen Qin
2024 — conf
SGSR: Structure-Guided Multi-contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention.
MLMI@MICCAI (1)
Shaoming Zheng, Yinsong Wang, Siyi Du, Chen Qin
2024 — conf
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data.
ECCV (15)
Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan P. O'Regan, Chen Qin
2024 J jnl
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data.
CoRR
Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan P. O'Regan, Chen Qin
2023 — conf
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 J jnl
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets.
CoRR
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 — conf
Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi
2023 — conf
Leverage Subsampling for Joint Mean and Variance Models with Massive Data.
ICBASE
Mingxia Gong, Zhiyu Deng, Runze Chen, Yi Dong, Siyi Du, Liucang Wu
2023 — conf
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets.
MICCAI (4)
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2023 J jnl
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets.
CoRR
Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2022 — conf
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
ECCV Workshops (4)
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2022 J jnl
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning.
CoRR
Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi
2021 — conf
Big Data Classification and Machine Learning Using Zillow Estimates.
CONF-SPML
Siyi Du, Yinjie Gu, Yuewei Zhu
2020 A* conf
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue.
ACM Multimedia
Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu
2020 J jnl
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue.
CoRR
Xiaoze Jiang, Siyi Du, Zengchang Qin, Yajing Sun, Jing Yu