Facial Keypoint Detection by Regression & Pixelwise Classification
CS180 Final Project 1/3
From IMM Face Database (regression) and iBUG dataset (Gaussian heatmap & Pixelwise classification). (CS280 FA22 Project 5 & CS180 Final Project 1/3)
[Flow] Rectified Flow Explained
Reading Flow Matching Across Domains Vol. 1
A simple explanation for the Rectified Flow framework.
2024-11-20
5 min read
DDPM Sampling, Applications & Training from Scratch
CS180 Project 5
A project of sampling and playing with a pretrained diffusion model; and training DDPMs from scratch on MNIST.