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On Task Scope and Information Retention in Source Coding

Furutanpey, Alireza et al.
arXiv (All) · Papers
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image-and-video-processinginformation-theorymachine-learning
We argue that dividing codec design into Coding for Machines (CfM) and Coding for Humans (CfH) is a misleading distinction for deciding what information a codec may discard. Receiver identity does not determine admissible information loss. The required rate depends on task scope, including the predi
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