We extend our earlier work on guessing subject to distortion to the joint source-channel coding context. We consider a system in which there is a source connected to a destination via a channel and the goal is to reconstruct the source output at the destination within a prescribed distortion level with respect to (w.r.t.) some distortion measure. The decoder is a guessing decoder in the sense t...

Introduction This package provides functions for discoverying linear recurrence equations with polynomial coefficients satisfied by the entries of a given array. It extends the functionality of existing packages like Mallinger's GeneratingFunctions.m or Salvy and Zimmermann's gfun in two directions: (1) it is more general in that, e.g., multivariate recurrences, or recurrences of a particular s...

Despite the progress of interactive image segmentation methods, high-quality pixel-level annotation is still time-consuming and laborious - a bottleneck for several deep learning applications. We take step back to propose simultaneous segment from multiple images guided by feature space projection. This strategy in stark contrast existing methodologies, which perform domain. show that achieves ...