Guanzhong Wu

Concept-Guided Tokenization: Closing the Gap Between Reconstruction and Generation

Recent advances in image generation have been largely driven by image tokenization, which compresses raw pixels into compact latent representations. While existing tokenizers excel at preserving low-level visual details through reconstruction-based training, they often lack explicit semantic guidanc…