Rate-constrained minimum entropy coupling enables cross-domain lossy compression with classification preservation, providing closed-form solutions for Bernoulli sources and neural implementations for MNIST and SVHN tasks.
Task-oriented lossy compression with data, perception, and classification constraints
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Cross-Domain Lossy Compression via Constrained Minimum Entropy Coupling
Rate-constrained minimum entropy coupling enables cross-domain lossy compression with classification preservation, providing closed-form solutions for Bernoulli sources and neural implementations for MNIST and SVHN tasks.