Understanding Text-to-Image Models in AI Art

Understanding Text-to-Image Models in AI Art

Introduction AI art generation has started to enter the public eye. In the past year, a large number of text-to-image models have emerged, especially with the advent of Stable Diffusion and Midjourney, sparking a wave of AI art creation. Many artists have also begun to experiment with AI to assist in their artistic endeavors. This … Read more

Dual Diffusion Model for 3D Molecule Generation Based on Target Pockets

Dual Diffusion Model for 3D Molecule Generation Based on Target Pockets

On March 26, 2024, Professor Huang Jiajun’s team from City University of Hong Kong, in collaboration with Tencent AI Lab and Shanghai Ruige Pharmaceutical, published an article in Nature Communications titled “A Dual Diffusion Model Enables 3D Molecule Generation and Lead Optimization Based on Target Pockets.” The authors proposed a Pocket-based Molecular Diffusion Model (PMDM) … Read more

Is the Diffusion Model Making GANs Obsolete?

Is the Diffusion Model Making GANs Obsolete?

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and industry researchers. The vision of the community is to promote communication between the academic and industrial circles of natural language processing and machine learning, … Read more

Understanding Diffusion Models in Simple Terms

Understanding Diffusion Models in Simple Terms

In 2022, the rapid development of AIGC in the field of large language models made general artificial intelligence seem less distant. When the number of parameters exceeds a certain threshold, AIGC systems based on large language models can understand commands issued by humans in natural language and correspondingly generate real, high-quality text, images, audio, video, … Read more

Understanding Diffusion in CRRT

Understanding Diffusion in CRRT

Last time we talked about convection, this time let’s also discuss diffusion. Diffusion is also one of the three main principles of solute removal in CRRT. This concept is relatively simple and easy to understand. Diffusion refers to the process of spreading out. In a solution, due to the Brownian motion of solvent molecules, solute … Read more

Diffusion Tensor Imaging (DTI)

Diffusion Tensor Imaging (DTI)

Medical Imaging Students Learning together, progressing together. Diffusion refers to a microscopic, random motion of molecules caused by thermal energy, also known as Brownian motion. The different structures of human tissues lead to variations in the restrictions on the diffusion movement of water molecules in different directions. If the restricted diffusion of water molecules is … Read more

Peking University Team Upgrades DragGAN with Diffusion for Enhanced Image Generation

Peking University Team Upgrades DragGAN with Diffusion for Enhanced Image Generation

Follow Our Official Account to Discover the Beauty of CV Technology The latest work from the Peking University team demonstrates that diffusion models can also achieve drag-and-drop image editing! With just a click, you can make a snow mountain grow taller: Or make the sun rise: This is DragonDiffusion, brought to you by Professor Zhang … Read more

Understanding Diffusion Model in AI

Understanding Diffusion Model in AI

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, … Read more

Queen’s Lung Function: Assessment and Evaluation

The lung’s diffusion function is one of the most challenging physiological indicators to grasp!! First, we need to avoid the influence of lung ventilation, (See details in “Evaluation of Lung Ventilation Function“) We also need to avoid the influence of pulmonary blood flow, (See details in “Pulmonary Hypertension” and “Pulmonary Embolism” ) Finally, we must … Read more

Is Diffusion Really Stronger Than GAN?

Is Diffusion Really Stronger Than GAN?

AI painting is one of the branches of AIGC, amidst the hype and controversy, in 2022 it was even dubbed the “AIGC Year.” As AI painting exploded, one of its core technologies, Diffusion Model, has also gained immense popularity in the field of image generation, even showing signs of starting to surpass GAN. From the … Read more