A rate-distortion sensitivity criterion assigns per-layer bit-widths, yielding about 1 to 2 percent BD-Rate improvement over 8-bit fixed-precision quantization at matched model size for learned image compression.
Integer networks for data compression with latent-variable models,
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Flexible Mixed Precision Quantization for Learned Image Compression
A rate-distortion sensitivity criterion assigns per-layer bit-widths, yielding about 1 to 2 percent BD-Rate improvement over 8-bit fixed-precision quantization at matched model size for learned image compression.