Johannes Sauer

Quantized Decoder in Learned Image Compression for Deterministic Reconstruction

Learned image compression has a problem of non-bit-exact reconstruction due to different calculations of floating point arithmetic on different devices. This paper shows a method to achieve a deterministic reconstructed image by quantizing only the decoder of the learned image compression model. Fro…