Geometry-Aware Hyperbolic Residual-Quantized Variational Autoencoders
Evaluations on hierarchical prediction, recommendation, image tokenization, and neural audio coding tasks show that the proposed geometry-aware hyperbolic residual quantization improves the stability and structural organization of hyperbolic residual codes over naive hyperbolic baselines.
Alessio Colombo, M. Ayoughi
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