Is Diffusion Really Stronger Than GAN?

Is Diffusion Really Stronger Than GAN?

AI painting is one branch of AIGC, which has been in the spotlight and controversy, and was even dubbed the “AIGC Year” in 2022. With the popularity of AI painting, one of the core technologies behind it, the Diffusion Model, has also gained immense popularity in the field of image generation, and it seems to … Read more

ByteDance Introduces OmniHuman-1: High-Fidelity Human Video Generation with Audio-Driven Pose

ByteDance Introduces OmniHuman-1: High-Fidelity Human Video Generation with Audio-Driven Pose

Click BelowCard to Follow “AI-Generated Future“ Today’s Paper Recommendation Paper Title: OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models Paper Link: https://arxiv.org/pdf/2502.01061 Open Source Code: https://omnihuman-lab.github.io/ Introduction Since the emergence of video diffusion models based on diffusion transformers (DiT), significant progress has been made in the field of general video generation, including text-to-video … Read more

How AI Tool Sora Generates Videos from Text

How AI Tool Sora Generates Videos from Text

On February 16, 2024, OpenAI announced its new text-to-video model on X (formerly Twitter) — Sora. This model can generate videos up to 60 seconds long, and during this process, it can switch camera angles on its own and even provide close-ups. Below are the translated video prompts and the “works” generated directly by Sora … Read more

How Sora Generates Video from Text Using AI

How Sora Generates Video from Text Using AI

On February 16, 2024, Open AI announced on X (formerly Twitter) the launch of its new text-to-video model – Sora. This model cangenerate videos up to 60 seconds long, and during this process, it can switch camera angles by itself and even provide close-ups. The following are the translations of video prompts and the “works” … Read more

How AI Video Tool Sora Generates Videos from Text

How AI Video Tool Sora Generates Videos from Text

On February 16, 2024, Open AI announced its new text-to-video model—Sora—on X (formerly Twitter). This model cangenerate videos up to 60 seconds long, and during this process, it can switch camera angles by itself and even provide close-ups. Below are the translated prompts for the videos and the “works” generated directly by Sora based on … Read more

How AI Tool Sora Generates Videos from Text

How AI Tool Sora Generates Videos from Text

On February 16, 2024, Open AI announced on X (formerly Twitter) the launch of its new text-to-video model – Sora. This model cangenerate videos up to 60 seconds long, during which it can switch camera angles and even provide close-ups. Below are the video prompt translations and the “works” generated by Sora based on the … Read more

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