Zehui Liao's starred repositories

gpt4free

The official gpt4free repository | various collection of powerful language models

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llama

Inference code for Llama models

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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.

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CLIP

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

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vit-pytorch

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

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Swin-Transformer

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

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DALLE2-pytorch

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

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PaLM-rlhf-pytorch

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

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mae

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

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BERT-pytorch

Google AI 2018 BERT pytorch implementation

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moco

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

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open_flamingo

An open-source framework for training large multimodal models.

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OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

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medicaldiffusion

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

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medclip

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

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MVFA-AD

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

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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.

DREAM

Efficient Dataset Distillation by Representative Matching

D-Persona

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

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ash

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

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InverseSR

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

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3d-diffusion-pytorch

Unofficial Implementation of Novel View Synthesis with Diffusion Models

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PairAug

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

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SCARCE

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

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Bookend_DSC_Generation

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

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URL

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