jacobzhaoziyuan

MT-UDA

[MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels"

AMR-Loss

[ICME 2022] Official Implementation for "Adaptive Mean-Residue Loss for Robust Facial Age Estimation"

SAAL

[EMBC 2022] Official Implementation for "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"

LE-UDA

[IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"

DSAL

[IEEE JBHI 2021] Official Implementation for "DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation"

HCR-MT

[EMBC 2021] Official Implementation for "Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation"

Meta-Hallucinator

[MICCAI 2022] Official Implementation for "Meta-hallucinator: Towards few-shot cross-modality cardiac image segmentation"

ACT-Net

[ICIP 2022] Official Implementation for "ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation"

FCN-UNet

jacobzhaoziyuan.github.io

Ziyuan (Jacob) ZHAO Homepage

MMGL

[ICIP 2022] Official Implementation for "MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation"

DA-CIL

[BMVC 2022] Official Implementation for "DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection"

DM6190_Assignment_1

DM6190 Assignment 1 (Zhao Ziyuan & Ng Han Wei)

DM6190_Assignment_2

DM6190 Assignment 2 (Zhao Ziyuan & Ng Han Wei)

DR-Bilinear-Attention-Net

DR Grading

SemiGNN-PPI

[IJCAI 2023] Official Implementation for "SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction"

UDA4MIS