AudioLDM: Generate speech, sound effects, music and beyond, with text.

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

Histopathology Feature Extractors (2024)

A vision-language foundation model for computational pathology - Nature Medicine

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

Towards a general-purpose foundation model for computational pathology - Nature Medicine

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

[ICLR 2023] Selective Frequency Network for Image Restoration

Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…

Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications

A library that integrates different MIL methods into a unified framework

Intro to Reinforcement Learning (强化学习纲要）

[CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis

[ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification

VMamba: Visual State Space Models，code is based on mamba

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

QuPath - Bioimage analysis & digital pathology

[CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".

Virtual Alignment of pathoLogy Image Series

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701

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

High-Resolution Image Synthesis with Latent Diffusion Models

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

SimMatch: Semi-supervised Learning with Similarity Matching

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners