2024 Fall Semester DGM Final Project Git Repository

This repository is for the final project of the 2024 Fall semester course, Deep Generative Modeling (DGM).

Summary

• Step1: Independent Training of VAE and DDPM
• Step2: Joint End-to-End Training of VAE and DDPM
• Step3: step2 + adaptive Conditioning with Flow-Based Prior

Dataset and Project Files

The project results, including images and checkpoints, are available in the following Google Drive folder:
Google Drive Link

Contents

• Code and outputs related to the course
• Project development scripts and analysis materials

Reference

Git hub link

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Note: The files in the Google Drive folder are large and may take some time to download. If you encounter any issues, please let me know.