Search Results for author: Marc Antonini

Found 6 papers, 0 papers with code

Quantization for decentralized learning under subspace constraints

no code implementations16 Sep 2022 Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed

In this paper, we consider decentralized optimization problems where agents have individual cost functions to minimize subject to subspace constraints that require the minimizers across the network to lie in low-dimensional subspaces.

Quantization

A constrained Shannon-Fano entropy coder for image storage in synthetic DNA

no code implementations18 Mar 2022 Xavier Pic, Marc Antonini

The exponentially increasing demand for data storage has been facing more and more challenges during the past years.

Image Storage on Synthetic DNA Using Autoencoders

no code implementations18 Mar 2022 Xavier Pic, Marc Antonini

Over the past years, the ever-growing trend on data storage demand, more specifically for "cold" data (rarely accessed data), has motivated research for alternative systems of data storage.

Image Compression Quantization

Retinal-inspired Filtering for Dynamic Image Coding

no code implementations22 Mar 2021 Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin

We applied the non-SPAM filter on a still image which is flashed for a long time.

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