TL;DR of the paper, generated automatically.

Paper: relights static scenes at interactive rates, with fixed camera and materials.

• Setup: one render pass, then a small scene-specific network trained on it.
• Speed: ~30-60 Hz relighting, close to path-traced quality, the paper says.
• Inverse: differentiable, so lighting can be solved from image edits.