Search Results for author: Joaquim Campos

Found 3 papers, 1 papers with code

Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant

no code implementations17 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.

Content Adaptive Optimization for Neural Image Compression

no code implementations4 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.

Image Compression

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