1 code implementation • 12 Dec 2021 • Shayan Aziznejad, Joaquim Campos, Michael Unser
Our motivation for defining HTV is to assess the complexity of supervised-learning schemes.
no code implementations • 17 Jan 2020 • Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser
To that end, we first establish a global bound for the Lipschitz constant of neural networks.
no code implementations • 4 Jun 2019 • Joaquim Campos, Simon Meierhans, Abdelaziz Djelouah, Christopher Schroers
The field of neural image compression has witnessed exciting progress as recently proposed architectures already surpass the established transform coding based approaches.