- Scalable Adaptive Computation for Iterative Generation (18 Aug 2023)
This is my reading note on Scalable Adaptive Computation for Iterative Generation The major innovation here is to map the input token to latents, which is shorter. The latents could be initialized from previous iterations (of diffusion process). As a result, the new method could achieve similar visual fidelity as regular diffusion method but with 1/10 of cost.
- Image Segmentation (02 Apr 2019)
There are two types of image segmentation:
- semantic segmentation: assign labels to each pixel
- instance segmentation: extract the bounary/mask for each instance in the image