4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 4 cited
A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images
Dominik J. E. Waibel, Ernst Röell, Bastian Rieck +2
Diffusion models are a special type of generative model, capable of synthesising new data from a learnt distribution. We introduce DISPR, a diffusion-based model for solving the in…
cs.CV2022
Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction
Dominik J. E. Waibel, Scott Atwell, Matthias Meier +2
Reconstructing 3D objects from 2D images is both challenging for our brains and machine learning algorithms. To support this spatial reasoning task, contextual information about th…