CSE5519 Final Project

CSE5519 Final Project for Fall 2025

Team member

Boming Miao (bmiao@wustl.edu) Zheyuan Wu (me@trance-0.com)

References List (updated from notion workspace)

An Image is Worth 32 Tokens for Reconstruction and Generation

encoder—latent image token (1d)—>decoder (TiTok Encoder)

paper:(https://arxiv.org/abs/2406.07550)

code: (https://github.com/bytedance/1d-tokenizer)

Highly Compressed Tokenizer Can Generate Without Training

Use CLIP score to optimize latent of TiTok Encoder

paper: (https://arxiv.org/abs/2506.08257)

code: (https://github.com/lukaslaobeyer/token-opt)

VQA Score for Assessing Text-Image Alignment

code: (https://github.com/linzhiqiu/t2v_metrics)