The video/image synthesis research sector regularly outputs video-editing* architectures, and over the last nine months, ...

Alongside the widely used U-Net architecture, transformer-based models such as the Diffusion Transformer (DiT) have also gained attention. However, current DiT speech models treat Mel spectrograms as ...

enabling faster convergence of Diffusion Transformers (DiT) in high-dimensional latent spaces. To exploit the full potential of VA-VAE, we build an enhanced DiT baseline with improved training ...

“We propose a novel 3D causal VAE architecture specifically designed for video generation ... Wan2.1 employs the Flow Matching framework within the Diffusion Transformer (DiT) paradigm. It integrates ...

Learn More Today, virtually every cutting-edge AI product and model uses a transformer architecture. Large language models (LLMs) such as GPT-4o, LLaMA, Gemini and Claude are all transformer ...

Shockwave's design varies across Transformers media, with different iterations offering unique takes on the iconic character. The "Transformers: Prime" version of Shockwave is bulkier and more ...