drwjkirkpatrick-web / ntc-finite-rate-optimality Star 0 Code Issues Pull requests Extends high-rate asymptotic theory of Nonlinear Transform Coding (NTC) to finite-rate regimes with numerically verified bounds. information-theory machine-learning-theory rate-distortion compression-theory nonlinear-transform-coding finite-rate Updated Jul 17, 2026 Python
drwjkirkpatrick-web / entropy-free-vq-theory Star 0 Code Issues Pull requests Formal theory of entropy-coding-free compression via unconstrained vector quantization. Formalizes the EF-LIC framework (Cao et al., ICML 2026). information-theory machine-learning-theory entropy-coding vector-quantization compression-theory Updated Jul 17, 2026 Python