Author

Stanislaw Janik

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Jul 2026

Weight-Space Mixture-of-Experts for Implicit Neural Representation Classification

This work proposes a hierarchical Mixture-of-Experts (HMoE) Transformer that processes INR weights using conditional computation aligned with the structure of the underlying implicit network and develops weight-space attribution and pruning methods that identify parameters most relevant for classification.

Stanislaw Janik, Michal Byra · arXiv.org · 0 citations