I enjoy making things. Here are a selection of projects that I have worked on over the years.
A coverage metric used to measure the diversity of test data for DNNs, which helps developers assess the diversity of the test dataset.
A tool that employs a physics-aware object insertion method to test AI-enabled multi-sensor fusion systems.
A benchmark used to evaluate the robustness of multi-sensor fusion systems under various unexpected conditions.
A tool used to adaptively select an effective subset from massive unlabeled data, helping to reduce the cost of DNN testing.