2 papers
cs.LG2024
Fourier Basis Density Model
Alfredo De la Fuente, Saurabh Singh, Johannes Ballé
We introduce a lightweight, flexible and end-to-end trainable probability density model parameterized by a constrained Fourier basis. We assess its performance at approximating a r…
cs.IT2023
Neural Distributed Compressor Discovers Binning
Ezgi Ozyilkan, Johannes Ballé, Elza Erkip
We consider lossy compression of an information source when the decoder has lossless access to a correlated one. This setup, also known as the Wyner-Ziv problem, is a special case…