1 code implementation • 19 Dec 2023 • Carl De Sousa Trias, Mihai Petru Mitrea, Attilio Fiandrotti, Marco Cagnazzo, Sumanta Chaudhuri, Enzo Tartaglione
We advance a method to re-synchronize the order of permuted neurons.
no code implementations • 5 May 2023 • Marta Milovanović, Enzo Tartaglione, Marco Cagnazzo, Félix Henry
Image-based rendering techniques stand at the core of an immersive experience for the user, as they generate novel views given a set of multiple input images.
no code implementations • 29 Sep 2021 • Chloé Paliard, Nils Thuerey, Marco Cagnazzo, Kiwon Um
In contrast to previous work, we do not constrain the PDE solver but instead give the neural network complete freedom to shape the PDE solutions as degrees of freedom of a latent space.
no code implementations • 12 Jul 2021 • Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti, Marco Cagnazzo, Marco Grangetto
We formulate the entropy of a quantized artificial neural network as a differentiable function that can be plugged as a regularization term into the cost function minimized by gradient descent.
no code implementations • 21 Sep 2020 • Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa, Attilio Fiandrotti, Marco Cagnazzo
In this work, we tackle the problem of estimating a camera capability to preserve fine texture details at a given lighting condition.