8 citations · 10 across the 7 of their papers we have counts for
4 papers · 1 filter
ChemAlgebra: Algebraic Reasoning on Chemical Reactions
Andrea Valenti, Davide Bacciu, Antonio Vergari
While showing impressive performance on various kinds of learning tasks, it is yet unclear whether deep learning models have the ability to robustly tackle reasoning tasks. than by…
Modular Representations for Weak Disentanglement
Andrea Valenti, Davide Bacciu
The recently introduced weakly disentangled representations proposed to relax some constraints of the previous definitions of disentanglement, in exchange for more flexibility. How…
Leveraging Relational Information for Learning Weakly Disentangled Representations
Andrea Valenti, Davide Bacciu
Disentanglement is a difficult property to enforce in neural representations. This might be due, in part, to a formalization of the disentanglement problem that focuses too heavily…
ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs
Andrea Valenti, Michele Barsotti, Raffaello Brondi +2
Typical EEG-based BCI applications require the computation of complex functions over the noisy EEG channels to be carried out in an efficient way. Deep learning algorithms are capa…