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Analysis

This ArXiv article presents a novel method for surface and image smoothing, employing total normal curvature regularization. The work likely offers potential improvements in fields reliant on image processing and 3D modeling, contributing to a more nuanced understanding of geometric data.
Reference

The article's focus is on the minimization of total normal curvature for smoothing purposes.

Research#Optimization🔬 ResearchAnalyzed: Jan 10, 2026 11:57

Elementary Proof Reveals LogSumExp Smoothing's Near-Optimality

Published:Dec 11, 2025 17:17
1 min read
ArXiv

Analysis

This ArXiv paper provides a simplified proof demonstrating the effectiveness of LogSumExp smoothing techniques. The accessibility of the elementary proof could lead to broader understanding and adoption of these optimization methods.
Reference

The paper focuses on proving the near optimality of LogSumExp smoothing.