shouwangzhe134

ViT-CoMer

Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PHTrans

[MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation

grok-1

Grok open release

UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

awesome-implicit-representations

A curated list of resources on implicit neural representations.

NeRCo

[ICCV 2023] Implicit Neural Representation for Cooperative Low-light Image Enhancement

Awesome-Implicit-Neural-Representations-in-Medical-imaging

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

NeRP

Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

RevCol

Official Code of Paper "Reversible Column Networks" "RevColv2"

STViT

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

unetr_plus_plus

[IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

learning_research

本人的科研经验

CLIP-Driven-Universal-Model

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

MedSAM

Segment Anything in Medical Images

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。

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Decoupled-R-CNN

WeChat-zhihu-csdnblog-code

WeChat Official Accounts, zhihu and CSDN'blog code

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

DuDoTrans

This code is an official implementation of "DuDoTrans: Dual-Domain Transformer for Sparse-View CT Reconstruction".

PyContrast

PyTorch implementation of Contrastive Learning methods

AutoAugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

google-research

Google Research