Author

Tianren Ma

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Preprint Jul 2026

dRAE: Representation Autoencoder with Hyper-Spherical Codes

This work proposes Hyper-Spherical Quantization (HSQ), which decouples semantic content from feature magnitude via angular routing, preventing code assignment from being dominated by scale rather than meaning.

Tianren Ma, Lin Long, Chuyan Chen et al. · 0 citations