Symposium

Of Rising Scholars

Spring 2024

Felix will be presenting at The Symposium of Rising Scholars on Saturday, March 23rd! To attend the event and see Felix's presentation.

Go to Polygence Scholars page
Felix Deng's cover illustration
Polygence Scholar2024
Felix Deng's profile

Felix Deng

Class of 2026washington

About

Projects

  • "How can lightweight diffusion algorithms be leveraged in generative art to achieve a balance between preserving fine details and minimal operation cost?" with mentor Vardhan (Working project)

Project Portfolio

How can lightweight diffusion algorithms be leveraged in generative art to achieve a balance between preserving fine details and minimal operation cost?

Started Feb. 14, 2023

Abstract or project description

In this research paper, we will try to optimize diffusion models for fine details. Often diffusion models produce extremely detailed results. However, those results require a significant amount of computing power and data in the form of images. This makes diffusion models extremely expensive, and thus harder to use. Through this research paper, we will find optimizations for diffusion models to improve runtime and require less data.