Understanding rate-distortion performance in distributed transformer inference
Split computing for language models, extending the theory of usable information.
Rate-Distortion Optimization
Rate-distortion theory in coding for machines and its applications
Theoretical considerations and evaluation of split and distillation points.
Base layer efficiency in scalable human-machine coding
Improving the shared channel in coding for machines (CfM).