8 skills found
pymc-labs / CausalPyA Python package for causal inference in quasi-experimental settings
bieli / Avr JokesQuasi framework for experiments with AVR microcontroller and ANSI C programming
chadhazlett / Scqescqe Stability controlled quasi-experiment
course-dprep / Formula1 Event On Airbnb PricesThis repository is created for the course Data Preparation and Workflow Management taught at the university of Tilburg. Our goal is to compare a city's availability on Airbnb during a Formula 1 event with a city that is comparable, but where no event is hosted. As for the scientific method, we are going to implement a quasi-experiment.
dfuentes-uah / Deep Shape From TemplateShape-from-Template (SfT) solves 3D vision from a single image and a deformable 3D object model, called a template. Concretely, SfT computes registration (the correspondence between the template and the image) and reconstruction (the depth in camera frame). It constrains the object deformation to quasi-isometry. Real-time and automatic SfT represents an open problem for complex objects and imaging conditions. We present four contributions to address core unmet challenges to realise SfT with a Deep Neural Network (DNN). First, we propose a novel DNN called DeepSfT, which encodes the template in its weights and hence copes with highly complex templates. Second, we propose a semi-supervised training procedure to exploit real data. This is a practical solution to overcome the render gap that occurs when training only with simulated data. Third, we propose a geometry adaptation module to deal with different cameras at training and inference. Fourth, we combine statistical learning with physics-based reasoning. DeepSfT runs automatically and in real-time and we show with numerous experiments and an ablation study that it consistently achieves a lower 3D error than previous work. It outperforms in generalisation and achieves an unprecedented performance with wide-baseline, occlusions, illumination changes, weak texture and blur.
parrera / Experiment Ci CdQuasi-experiment
trevorcampbell / Quasi Newton Coresets ExperimentsNo description available
Luwen-Zhang / Icebreaking PD SPHCode for the paper "Quasi-brittle ice breaking mechanisms by high-velocity water jet impacts: An investigation based on PD-SPH coupling model and experiments, JMPS, 191 (2024) 105783"
