1 code implementation • 20 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.
no code implementations • 20 Mar 2024 • Ming Gui, Johannes S. Fischer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer
Due to the generative nature of our approach, our model reliably predicts the confidence of its depth estimates.
2 code implementations • 12 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.