yuyinzhou

Recap-DataComp-1B

This is the official repository of our paper "What If We Recaption Billions of Web Images with LLaMA-3 ?"

MVG

CRATE-alpha

This repository includes the official implementation our paper "Scaling White-Box Transformers for Vision"

Fast-DDPM

Mamba-Reg

RetinaRegNet

HQ-Edit

HQ-Edit: A High-Quality and High-Coverage Dataset for General Image Editing

RAPHIA

H-SAM

MicroDiffusion

[CVPR 2024] This repository includes the official implementation our paper "MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections"

MicroSegNet

SuPreM

[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis

D-iGPT

[ICML 2024] This repository includes the official implementation of our paper "Rejuvenating image-GPT as Strong Visual Representation Learners"

BiomedGPT

BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks

3D-TransUNet

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

MLB-Seg

SwinMM

[MICCAI 2023] This repository includes the official implementation our paper "SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation"

fiftyone

The open-source tool for building high-quality datasets and computer vision models

CLIPA

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

EVP

[TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"

MINIT

This repository houses the official implementation of Multiple Instance NeuroImage Transformer (MINiT) paper, accepted at PRedictive Intelligence in MEdicine (PRIME 2022) in Singapore to be held on September 24, 2022.

RobustCNN

[ICLR 2023] This repository includes the official implementation our paper "Can CNNs Be More Robust Than Transformers?"

SDMP

Image-Pretraining-for-Video

[ECCV 2022] This repository includes the official implementation our paper "In Defense of Image Pre-Training for Spatiotemporal Recognition".

SSL-FL

Self-supervised Federated Learning for Medical Imaging - IEEE TMI

ibot

iBOT :robot:: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)

AFMA

ViT-FL-main

L2B

This repository includes the official project of L2B, from our paper "Learning to Bootstrap for Combating Label Noise".

ml4health.github.io

Website for ML 4 Health