NeRF

Let’s take a detailed journey into Neural Radiance Fields (NeRF)—both at the conceptual and mathematical level. NeRF was introduced as a way to represent a 3D scene continuously using a...

Score Distillation Sampling

Let’s dive deep into Score Distillation Sampling (SDS), a key technique introduced (for example, in DreamFusion) to distill the rich, text-conditioned knowledge of a pre-trained diffusion model into another model—in...