An energy-based training objective derived from the rate-distortion dual gives a single-network algorithm that estimates rate-distortion curves and reconstructs optimal conditional distributions.
On convergence of discrete schemes for computing the rate-distortion function of continuous source,
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Estimating Rate-Distortion Functions Using the Energy-Based Model
An energy-based training objective derived from the rate-distortion dual gives a single-network algorithm that estimates rate-distortion curves and reconstructs optimal conditional distributions.