【ICML 2025 Spotlight】 Official Repo for Paper ‘’HealthGPT : A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation‘’

Official PyTorch implementation of the paper "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective" (NCFM) in CVPR 2025 (Full Score, Highlight).

AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai

Official Code of Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion (CVPR 2024)

Code of MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion (IEEE TPAMI 2023)

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

Official implementation of "Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images" (CVPR 2024) in PyTorch.

Official implementation of MedCLIP-SAM (MICCAI 2024)

[MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation

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

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

[Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".

Code Implementation of EfficientVMamba

[AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

Vision Mamba for Classification of Breast Ultrasound Images [MICCAI 2024, Deep-Breath Workshop]

[MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"

Official repository for EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation (MICCAI 2024)

LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation

The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".

A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration, and Beyond

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

(ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".

Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"

[MICCAI 2023] Official code repository of paper titled "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation" accepted in MICCAI 2023 conference.

[EMNLP 2024] Official code repository of paper titled "PALM: Few-Shot Prompt Learning for Audio Language Models" accepted in EMNLP 2024 conference.