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Learned Compression for Compressed Learning

This repository contains the code, experiments, and results accompanying the paper "Learned Compression for Compressed Learning"

Organization

RD: Evaluation of rate, distortion, perception, computation and dimension of audio and image codecs

train: Experiments and results for training compressed-domain image models (classification, colorization)

train_audio: Experiments and results for training audio models (music source separation)

FIC: Experiments and results for full-input compression via pre-trained models (document understanding)

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