The projects I've been working on as a graduate student so far are either related to diffusion models or compression. Everything is work-in-progress so far mostly. If you are interested in what I do and would like to collaborate, please reach out to me!
(Of course the images are generated by DALL-E. Yayy to diffusion models.)
Improving RED-Diff for Inverse Problems in Imaging (Convex Optimization II Project)
Poisson Diffusion as Image Compressors (WIP)
Successive Refinement for Image Compressors based on Implicit Neural Representation (INR) (WIP).
*Figure Credit: Daniel Thayer