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インサイト - Neural Compression
Efficient Compression of Implicit Neural Representations using Decoder-Only Hypernetworks
A decoder-only hypernetwork framework is proposed to efficiently compress implicit neural representations without requiring offline training on a target signal class.
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
Neural compression design using lattice transform coding approaches optimal vector quantization and improves one-shot coding performance.
