Merrical

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Swin-Transformer

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

llama

Inference code for Llama models

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

gpt4free

The official gpt4free repository | various collection of powerful language models

BERT-pytorch

Google AI 2018 BERT pytorch implementation

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

SRe2L

(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

IDM

D-Persona

Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)

InverseSR

[Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"

3d-diffusion-pytorch

Unofficial Implementation of Novel View Synthesis with Diffusion Models

medicaldiffusion

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

I2SB

Bookend_DSC_Generation

This is a project to generate CBV from multiple MRI. Follewers should agree the GPL licence.

ash

Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection

OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

URL

code for DALI2023---URL: Combating Label Noise for Lung Nodule Malignancy Grading

Proto-Caps

entropybaseduq

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

PADL

Code for Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation (MedIA 2023).

LCCN

Latent Class-Conditional Noise Model

TAB

Code for Transformer-based Annotation Bias-aware Medical Image Segmentation (MICCAI 2023 Early Accept)

segment-anything-video

MetaSeg: Packaged version of the Segment Anything repository

OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"