4 accepted papers
Real-world enterprise data intelligence workflows encompass data engineering that turns raw sources into analytical-ready tables and data analysis that convert those tables into decision-oriented insights. We introduce DAComp, a benchmark of 236 tasks that mirrors these complex workflows. Data engi…
In the deep learning era, 2D LiDAR perception is often overlooked as research prioritizes 3D point clouds. Yet, 2D LiDAR remains essential for low-cost robotic systems due to its affordability. Despite its simplicity, it faces major challenges-not only in perception but also in learning itself, as d
Although image quality assessment (IQA) methods have achieved remarkable success in the past decades, full-reference IQA is limited to reference images, while no-reference IQA has relatively poor performance. To boost the performance of IQA models in the no-reference scenario, a new class of IQA met…
Quantum State Tomography (QST) is a fundamental tool for quantum signal processing. However, in real noisy quantum devices construction of the state’s density matrix via QST can utilize a large amount of resources. Here, we discuss some signal processing techniques that are currently applied to this…