CUHK-AIM-Group

CLIFF

[ECCV' 24] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection

DiffRect

[MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

EndoGaussian

EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction

Endora

Endora: Video Generation Models as Endoscopy Simulators (MICCAI 2024)

EndoSparse

[MICCAI 2024] EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting

GaussianStego

GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting

LGS

[MICCAI 2024] LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction

MCPL

MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)

U-KAN

[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

UN-SAM

CUHK-AIM-Group/U-KAN

[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

CUHK-AIM-Group/Endora

Endora: Video Generation Models as Endoscopy Simulators (MICCAI 2024)

CUHK-AIM-Group/EndoGaussian

EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction

CUHK-AIM-Group/UN-SAM

CUHK-AIM-Group/LGS

[MICCAI 2024] LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction

CUHK-AIM-Group/EndoSparse

[MICCAI 2024] EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting

CUHK-AIM-Group/DiffRect

[MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

CUHK-AIM-Group/GaussianStego

GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting

CUHK-AIM-Group/CLIFF

[ECCV' 24] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection

CUHK-AIM-Group/GBT

[MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis

CUHK-AIM-Group/MCPL

MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)

CUHK-AIM-Group/AdaMatch-Cyclic

This repository is an official PyTorch implementation of the paper "Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation" submitted to ACL 2024.

CUHK-AIM-Group/SW-HGL

[MICCAI'24] SW-HGL: Hierarchical Graph Learning with Small-World Brain Connectomes

CUHK-AIM-Group/VidMotion

[MICCAI' 24] From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos

CUHK-AIM-Group/SAMTooth

CUHK-AIM-Group/STAR-RL

STAR-RL: Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution

CUHK-AIM-Group/FedCB

[MICCAI'24] Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing

CUHK-AIM-Group/fTSPL

[MICCAI'24] fTSPL: Enhancing Brain Analysis with fMRI-Text Synergistic Prompt Learning

CUHK-AIM-Group/DEeR

DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation, under review, TMI, 2024

CUHK-AIM-Group/Depth-Aware-Endoscopy-SR

Dynamic Depth-Aware Network for Endoscopy Super-Resolution (JBHI 2022)

CUHK-AIM-Group/F2TNet

[MICCAI'24] F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction

CUHK-AIM-Group/Polyp-Gen

Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion

CUHK-AIM-Group/A-SAM

[NeurIPS 2024] Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM

CUHK-AIM-Group/MOST-SSL4MIS

[MICCAI' 24] MOST: Multi-Formation Soft Masking for Semi-Supervised Medical Image Segmentation

CUHK-AIM-Group/FedPD

[ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement

CUHK-AIM-Group/Hide-in-Motion

CUHK-AIM-Group/MGIML_WPY

MGIML: Cancer Grading with Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. This work is accepted by IEEE TMI, we will publish the source code.

CUHK-AIM-Group/HABIT

This is an official PyTorch implementation of the paper "Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification"

CUHK-AIM-Group/SFDA-FSM

[MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining

CUHK-AIM-Group/SFPolypDA

[TMI'22] A Source-free Domain Adaptive Polyp Detection Framework with Style Diversification Flow