Search Results for author: Ming Gui

Found 3 papers, 2 papers with code

ZigMa: A DiT-style Zigzag Mamba Diffusion Model

1 code implementation20 Mar 2024 Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes Fischer, Björn Ommer

The diffusion model has long been plagued by scalability and quadratic complexity issues, especially within transformer-based structures.

Boosting Latent Diffusion with Flow Matching

2 code implementations12 Dec 2023 Johannes S. Fischer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan A. Baumann, Björn Ommer

We demonstrate that introducing FM between the Diffusion model and the convolutional decoder offers high-resolution image synthesis with reduced computational cost and model size.

Image Generation

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