Diffusion Transformer

A new explainer drawing illustrates the geometric principles behind diffusion models, flow matching, and related generative techniques, tracing the lineage from denoising diffusion probabilistic model…

Researchers introduced Ghost Attractor Networks, a dynamical decoder that uses basin-structured latent representations for closed-loop sequential generation. The 2.3-million-parameter Ghost matched th…

Text-to-video AI has matured from experimental clips to hyper-realistic cinematic content, driven by a shift from U-Net to Diffusion Transformer (DiT) architectures. DiT offers linear scalability with…