Introduces a semantic hierarchy-aware progressive codec that decomposes latents into ordered channel blocks for improved coarse recognition at low bitrates while preserving fine-grained accuracy at higher rates.
Image coding for machines: An end-to-end learned approach
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Coarse-to-Fine: Progressive Image Compression for Semantically Hierarchical Classification
Introduces a semantic hierarchy-aware progressive codec that decomposes latents into ordered channel blocks for improved coarse recognition at low bitrates while preserving fine-grained accuracy at higher rates.