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#logarithmic-encoding

Qubit-Efficient Quantum Search for Hyperdimensional Decomposition via Logarithmic Encoding

arXiv cs.LG ↗ · 2026-07-15 Cached

This paper proposes a qubit-efficient quantum framework for hyperdimensional computing decomposition that reduces representation cost from O(D) to O(log D) qubits while preserving the quadratic search advantage, achieving up to 2000x fewer qubits.

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#logarithmic-encoding

HDR Video Generation via Latent Alignment with Logarithmic Encoding

Hugging Face Daily Papers ↗ · 2026-04-13 Cached

This paper presents a method for HDR video generation by leveraging pretrained generative models through logarithmic encoding alignment and camera-mimicking degradation training, enabling effective HDR synthesis without architectural redesign. The approach demonstrates that HDR generation can be achieved simply by adapting existing models to a representation naturally aligned with their learned priors.

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