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improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

Diffusion-based-Segmentation

This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

Probabilistic-Unet-Pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

D-Persona

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

S2VNet

This is the official implementation of "Clustering Propagation for Universal Medical Image Segmentation" (Accepted at CVPR 2024).

LUCF-Net-main

EvoPrompt

Official implementation of the paper Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

BPO

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

MVFA-AD

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

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

dspy

DSPy: The framework for programming—not prompting—foundation models

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fastapi-tutorial

整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址：

ppromptor

Prompt-Promptor is a python library for automatically generating prompts using LLMs

promptmap

automatically tests prompt injection attacks on ChatGPT instances

prompts-royale

Automatically create prompts and make them fight each other to know which is the best

YiVal

Your Automatic Prompt Engineering Assistant for GenAI Applications

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

PromptAgent

This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgent is a novel automatic prompt optimization method that autonomously crafts prompts equivalent in quality to those handcrafted by experts, i.e., expert-level prompts.

automatic_prompt_engineer

autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

Self_Reflection_Medical

Code for paper Towards Mitigating LLM Hallucination via Self Reflection

mamba

Mamba SSM architecture

MiM-ISTD

Official pytorch code of our paper "MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection"

Awesome-Domain-LLM

收集和梳理垂直领域的开源模型、数据集及评测基准。

pixel-lesion-patient-network