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cs.LG2026
Information-Theoretic Foundations of Online Temperature Sampling
Jin Sima, Nikolaos Papagiannis, Ananth Grama +1
Repetitive, degenerate generation is a persistent failure of LLM decoding, and the standard remedies (temperature, nucleus, and top- sampling) are static heuristics. By Kac's le…
cs.GR2026
Continuous Neural Reparameterization as a Deep Geometric Prior for Robust Fixed-Chart UV Repair
Mohammad Sadegh Salehi
Traditional UV unwrapping relies on direct optimization of geometric distortion energies and can fail through invalid initialization, local minima, or topological foldovers. We rec…