Author

Nicky van Zutphen

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#machine learning Jul 2026

Manifold-Constrained Hyper-Connections for Parameter-Efficient Finetuning

Manifold-Constrained Hyper-Connections, a generalisation of residual connections, is investigated as a novel PEFT approach, wrapping frozen OLMo-2 backbones with learned residual routing modules, identifying residual routing as a distinct and promising novel PEFT axis.

Valentijn Oldenburg, Floris de Kam, Bente Zuijdam et al. · arXiv.org · 1 citation