In this video, we look at a series of papers I really enjoyed, with Grace Luo - one of the authors of these papers! The theme running through all three is what features diffusion models learn and what we can do with those features. Enjoy :)
Main links:
Readout Guidance: readout-guidan...
Diffusion Hyperfeatures: diffusion-hype...
Shape-Guided Diffusion with Inside-Outside Attention: arxiv.org/abs/...
Grace wanted to emphasize that her work wasn't completely novel and built on many great papers, but I think that's selling it short! That said, as with everything in this field we build on the shoulders of giants, so do check out the reference sections of each paper for more in the same vein.
8 сен 2024