主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".

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

MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)

Implementations of recent research prototypes/demonstrations using MONAI.

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

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

Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

Code and models for the paper Glance-and-Gaze Vision Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Scripts for medium posts

Tensorflow implementation for this paper.

UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision

Code for Federated Learning with Matched Averaging, ICLR 2020.

Offical code base for the ECCV oral paper "Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation"

AI Toolkit for Healthcare Imaging

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

DeepLesion

Addressing Failure Prediction by Learning Model Confidence

A framework for data augmentation for 2D and 3D image classification and segmentation

Synthesizing and manipulating 2048x1024 images with conditional GANs

[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

The Combined Anomalous Object Segmentation (CAOS) Benchmark