3 papers
cs.CG2026
Flow-TAG: Flow-based conditional latent transport for accurate spline approximation and data compression
Roman Pavelkin, Luis A. Zavala-Mondragon, Fons van der Sommen
Robust curve fitting is essential in computer-aided design for transforming noisy, discrete data into accurate geometric models that ensure numerical stability across engineering w…
eess.SP2026
ORCAS - Orthogonal Representation for Compression of distributed Acoustic Sensing
Roman Pavelkin, Luis A. Zavala-Mondragon, Fons van der Sommen
Distributed Acoustic Sensing (DAS) utilizes fiber-optic cables to create virtual sensor arrays that monitor vibrations and strain over long distances. DAS is particularly useful in…
cs.CV2026
Flow-Based Generative Modeling for Optimizing Sampling Policies in Compressed Sensing Applications
Roman Pavelkin, Luis A. Zavala-Mondragon, Christiaan G. A. Viviers +1
Numerous modern applications in signal processing and medical imaging necessitate acquiring high-dimensional signals under tight resource constraints. Traditional sampling theory s…