Projecting a codebook into its own M-dimensional orthonormal basis does not compress it when the basis is stored, so the claimed 15.75x memory reduction is not supported.
Neural computation , volume=
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Gram-Space: Structure-Preserving Codebook Compression for Memory-Efficient Neuro-Symbolic AI
Projecting a codebook into its own M-dimensional orthonormal basis does not compress it when the basis is stored, so the claimed 15.75x memory reduction is not supported.