shengzhang90

TinyGPT-V

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model"

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

dynamic-network-architectures

LMa-UNet

Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention

CVPR2024_MAVL

Multi-Aspect Vision Language Pretraining - CVPR2024

EMSSL

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

medpseg

MEDPSeg: Official implementation of Modified EfficientDet for Pulmonary Polymorphic Segmentation

medpy

Medical image processing in Python

gpt_alternatives

cellulus

Unsupervised Instance Segmentation in Microscopy

Swin-Unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

D3Dnet

Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020

medicaldiffusion

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis

MedVision

Medical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

CRATE

Code for CRATE (Coding RAte reduction TransformEr).

transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

rotation_3d

3D rotation around any axis based on Pytorch

opl

Official repository for "Orthogonal Projection Loss" (ICCV'21)

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

ASNG

Code of ASNG@MICCAI-2020 (Auto Data Augmentation in Medical Image Segmentation)

awesome-active-learning

A curated list of awesome Active Learning

GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

ChatDoctor

senet.pytorch

PyTorch implementation of SENet

patched-Diffusion-Models-UAD

Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .

3d-airway-segmentation

3D airway segmentation method