Merrical

CoCa-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

CT-CLIP

A foundation model utilizing chest CT volumes and radiology reports for supervised-level zero-shot detection of abnormalities

Awesome-CLIP-in-Medical-Imaging

A Survey on CLIP in Medical Imaging

DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)

RememberThePast-DatasetDistillation

RCIG

StableSR

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

Yet-Another-LaTeX-Template-for-NPU-Thesis

西北工业大学硕博学位论文模版 | Yet Another Thesis Template for Northwestern Polytechnical University

DREAM

Efficient Dataset Distillation by Representative Matching

SCARCE

[ICML 2024] Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical

PairAug

[CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?

MVFA-AD

[CVPR2024 Highlight] Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

medclip

A multi-modal CLIP model trained on the medical dataset ROCO

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.

open_flamingo

An open-source framework for training large multimodal models.

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 (Highlight) Paper "Diversified and Personalized Multi-rater Medical Image Segmentation"