2 papers
cs.CV2023
Optimizing CAD Models with Latent Space Manipulation
Jannes Elstner, Raoul G. C. Schönhof, Steffen Tauber +1
When it comes to the optimization of CAD models in the automation domain, neural networks currently play only a minor role. Optimizing abstract features such as automation capabili…
cs.CV2022
Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder
Raoul Schönhof, Jannes Elstner, Radu Manea +3
In the domain of computer vision, deep residual neural networks like EfficientNet have set new standards in terms of robustness and accuracy. One key problem underlying the trainin…