What Are Diffusion Models and Their Advances in Image Generation?

What Are Diffusion Models and Their Advances in Image Generation?

Click on the above“Beginner’s Guide to Visuals”, choose to add a“Star” or “Pin” Important insights delivered immediately Perhaps the breakthrough in computer vision and machine learning over the past decade is the invention of GANs (Generative Adversarial Networks)—a method that introduces the possibility of generating content beyond what already exists in the data, serving as … Read more

KNN-Diffusion: A New Approach to Diffusion Model Training

KNN-Diffusion: A New Approach to Diffusion Model Training

Recently, interesting works in the AIGC community have emerged one after another, thanks to the success of Diffusion Models. As an emerging topic in generative AI models, diffusion models have brought us many surprises. However, it is important to note that current text-to-image diffusion models require large-scale text-image paired datasets for pre-training, making it very … Read more

Revolution in 3D Reconstruction Paradigms! Latest Model MVDiffusion++: High-Quality 3D Model Reconstruction Without Camera Pose

Revolution in 3D Reconstruction Paradigms! Latest Model MVDiffusion++: High-Quality 3D Model Reconstruction Without Camera Pose

New Intelligence Report Editor: LRS [New Intelligence Introduction] Inspired by the human visual system, MVDiffusion++ combines computational fidelity with the flexibility of human vision, generating dense, high-resolution images with pose from any number of unposed images, achieving high-quality 3D model reconstruction. The human visual system exhibits remarkable flexibility. For example, in the left image above, … Read more

Free Acceleration for Diffusion! TGATE: Cross-Attention Not Always Effective in Denoising!

Free Acceleration for Diffusion! TGATE: Cross-Attention Not Always Effective in Denoising!

Click the card below to follow the “CVer” public account AI/CV heavy content delivered first-hand Click to enter —>【Mamba and diffusion model】 WeChat group Add WeChat: CVer5555, the assistant will add you to the group! Scan the QR code below to join the CVer academic community! You can get the latest top conference/top journal paper … Read more

Sun Yat-sen University Open Source Diffusion Model Framework

Sun Yat-sen University Open Source Diffusion Model Framework

Machine Heart Column Machine Heart Editorial Department In recent years, image generation models based on Diffusion Models have emerged one after another, showcasing stunning generation effects. However, the existing research model code frameworks suffer from excessive fragmentation, lacking a unified framework system, leading to challenges such as “difficult migration,” “high barriers,” and “poor quality” in … Read more

Exploring the Technology Behind Vidu: A Domestic Video Generator Comparable to Sora

Exploring the Technology Behind Vidu: A Domestic Video Generator Comparable to Sora

Click belowCard, follow “AI Generated Future“ >> Reply “GAI” in the background to get free AI industry reports and materials! Author: Fan Bao et al. Interpretation: AI Generated Future Article link: https://arxiv.org/pdf/2405.04233 Open source address: https://www.shengshu-ai.com/vidu Vidu is China’s first long video generation AI large model, jointly released by Tsinghua University and Shengshu Technology. Recently, … Read more