23 citations · 28 across the 8 of their papers we have counts for
8 papers
Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive Imitation
Edgardo Solano-Carrillo, Jannis Stoppe
Domain-adaptive trajectory imitation is a skill that some predators learn for survival, by mapping dynamic information from one domain (their speed and steering direction) to a dif…
Look ATME: The Discriminator Mean Entropy Needs Attention
Edgardo Solano-Carrillo, Angel Bueno Rodriguez, Borja Carrillo-Perez +2
Generative adversarial networks (GANs) are successfully used for image synthesis but are known to face instability during training. In contrast, probabilistic diffusion models (DMs…
Can a single neuron learn predictive uncertainty?
Edgardo Solano-Carrillo
Uncertainty estimation methods using deep learning approaches strive against separating how uncertain the state of the world manifests to us via measurement (objective end) from th…
Entropy Production and Thermalization in the One-Atom Maser
E. Solano-Carrillo
In the configuration in which two-level atoms with an initial thermal distribution of their states are sent in succession to a cavity sustaining a single mode of electromagnetic ra…
Chiral Phonons and Electrical Resistivity of Ferromagnetic Metals at Low Temperatures
E. Solano-Carrillo
Ferromagnetism is an exciting phase of matter exhibiting strongly correlated electron behavior and a standard example of spontaneously broken rotational symmetry: below the Curie t…
Quantum Recurrences in a One-Dimensional Gas of Impenetrable Bosons
E. Solano-Carrillo
It is well-known that a dilute one-dimensional (1D) gas of bosons with infinitely strong repulsive interactions behaves like a gas of free fermions. Just as with conduction electro…