Author

Vsevolod Skorokhodov

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Jul 2026

Spline-Based Boundary Representations for Sparse View Reconstruction and Simulation Using Isogeometric Analysis

This work proposes FORGE-SIM, a method to directly reconstruct a multi-patch B-spline boundary representation from sparse posed RGB images without manual intervention, and introduces a strategy to project observation-derived fields onto the reconstructed models in the same spline basis, enabling immediate use in simula...

Davor Dobrota, Vsevolod Skorokhodov, Chenghao Xu et al. · arXiv.org · 0 citations

Preprint Aug 2026

PixSDS: Why Latent SDS Makes Noisy Pixels

PixSDS is proposed, a lightweight VAE-consistent gradient repair method that decodes a latent SDS lookahead step and uses the decoded image as a clean direction for pixel-space optimization, reducing motion in VAE-inconsistent directions without retraining the diffusion model, changing the renderer, or replacing the SD...

Vsevolod Skorokhodov · 0 citations