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eess.IV2024
Quantized Decoder in Learned Image Compression for Deterministic Reconstruction
Esin Koyuncu, Timofey Solovyev, Johannes Sauer +2
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 t…
eess.IV2022
Device Interoperability for Learned Image Compression with Weights and Activations Quantization
Esin Koyuncu, Timofey Solovyev, Elena Alshina +1
Learning-based image compression has improved to a level where it can outperform traditional image codecs such as HEVC and VVC in terms of coding performance. In addition to good c…