259 citations · 424 across the 5 of their papers we have counts for
Showing cs.ITShow all
3 papers · 1 filter
cs.IT2023
Adaptive Greedy Rejection Sampling
Gergely Flamich, Lucas Theis
We consider channel simulation protocols between two communicating parties, Alice and Bob. First, Alice receives a target distribution , unknown to Bob. Then, she employs a shar…
cs.IT2021
A coding theorem for the rate-distortion-perception function
Lucas Theis, Aaron B. Wagner
The rate-distortion-perception function (RDPF; Blau and Michaeli, 2019) has emerged as a useful tool for thinking about realism and distortion of reconstructions in lossy compressi…
cs.IT2021
On the advantages of stochastic encoders
Lucas Theis, Eirikur Agustsson
Stochastic encoders have been used in rate-distortion theory and neural compression because they can be easier to handle. However, in performance comparisons with deterministic enc…