Author

F. V. D. Sommen

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Preprint Sep 2026

Flow-TAG: Flow-based conditional latent transport for accurate spline approximation and data compression

Robust curve fitting is essential in computer-aided design for transforming noisy, discrete data into accurate geometric models that ensure numerical stability across engineering workflows. B-spline models have become the industry standard for this task, offering a flexible and reliable framework characterized by local...

Roman Pavelkin, L. A. Zavala-Mondragón, Fons van der Sommen · 0 citations

Preprint Aug 2026

Representation-driven Endoscopic Visual Embedding Alignment for Latent Generation

Developing foundation generative models for endoscopy is limited by the gap between natural and clinical images and the computational cost of training large Diffusion Transformers. Although representation alignment has improved efficiency in general computer vision, its role within the highly specialized endoscopic ima...

Francisco Caetano, T. Jaspers, Haiko Middeljans et al. · 0 citations