[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation. (using diffusion for 3D medical image segmentation)

FlagScale is a large model toolkit based on open-sourced projects.

本人的科研经验

Inference code for Llama models

Release for Improved Denoising Diffusion Probabilistic Models

FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.

Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.

Tutel MoE: An Optimized Mixture-of-Experts Implementation

Efficient Training (including pre-training and fine-tuning) for Big Models

Implementation for Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning

NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation (MICCAI 2022)

Accessible large language models via k-bit quantization for PyTorch.

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

Baseline AI models for 3D csPCa detection/diagnosis in bpMRI

A tool for managing models from model.baa.ac.cn

bert_seq2seq的DDP版本，支持bert、roberta、nezha、t5、gpt2等模型，支持seq2seq、ner、关系抽取等任务，无需添加额外代码，轻松启动DDP多卡训练。

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

竖排书法汉字识别

3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...

可以将bert相关模型在网站上进行展示、测试，后端使用flask，前端使用vue。

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

GraphCut分割实例

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Implementation of MlpMixer model, Original paper: MLP-Mixer: An all-MLP Architecture for Vision

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Bet…