A new method frames dataset distillation as joint rate-utility optimization, storing distilled images as entropy-coded latent codes plus tiny decoders, and it reports better storage-accuracy trade-offs than prior methods.
Variational image compres- sion with a scale hyperprior
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Dataset Distillation as Data Compression: A Rate-Utility Perspective
A new method frames dataset distillation as joint rate-utility optimization, storing distilled images as entropy-coded latent codes plus tiny decoders, and it reports better storage-accuracy trade-offs than prior methods.