All lessons
flow-matching
2 free lessons tagged flow-matching across AI. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
AI
advancedFlow matching: straightening the path from noise to data
The reframing that took over frontier image generation: learn a velocity field that transports noise to data along direct paths. Conditional flow matching, rectified flow, why straight trajectories mean fewer sampling steps, and how diffusion becomes a special case.
7 steps·~11 min
AI
intermediateNative 3D Generative Models: MeshGPT, Trellis, Hunyuan3D
The shift from 2D-lifting to native 3D generation. Autoregressive mesh transformers (MeshGPT, MeshAnything) and flow-matching latent models (Trellis, Hunyuan3D-2, TripoSG). Architectures, tokenization, conditioning, and which ones are actually usable in 2026.
10 steps·~15 min