Samuel Fernandez Menduina

WRAPPER-AWARE RATE-DISTORTION OPTIMIZATION IN FEATURE CODING FOR MACHINES

Feature coding for machines (FCM) is a lossy compression paradigm for split-inference. The transmitter encodes the outputs of the first part of a neural network before sending them to the receiver for completing the inference. Practical FCM methods ``sandwich'' a traditional codec between pre- and p…