no code implementations • 4 Apr 2022 • Simon Narduzzi, Siavash A. Bigdeli, Shih-Chii Liu, L. Andrea Dunbar
Reducing energy consumption is a critical point for neural network models running on edge devices.
no code implementations • 25 Aug 2020 • David Honzátko, Siavash A. Bigdeli, Engin Türetken, L. Andrea Dunbar
Standard denoising techniques, which use deep neural networks at their core, require pairs of clean and noisy images for its training.
2 code implementations • 8 Jan 2020 • Siavash A. Bigdeli, Geng Lin, Tiziano Portenier, L. Andrea Dunbar, Matthias Zwicker
Learning probabilistic models that can estimate the density of a given set of samples, and generate samples from that density, is one of the fundamental challenges in unsupervised machine learning.
Ranked #1 on Density Estimation on UCI MINIBOONE