16 citations · 43 across the 19 of their papers we have counts for
4 papers · 1 filter
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs
Gino Brunner, Yuyi Wang, Roger Wattenhofer +1
We propose a novel approach for the generation of polyphonic music based on LSTMs. We generate music in two steps. First, a chord LSTM predicts a chord progression based on a chord…
Teaching a Machine to Read Maps with Deep Reinforcement Learning
Gino Brunner, Oliver Richter, Yuyi Wang +1
The ability to use a 2D map to navigate a complex 3D environment is quite remarkable, and even difficult for many humans. Localization and navigation is also an important problem i…
Variable Version Lovász Local Lemma: Beyond Shearer's Bound
Kun He, Liang Li, Xingwu Liu +2
A tight criterion under which the abstract version Lovász Local Lemma (abstract-LLL) holds was given by Shearer decades ago. However, little is known about that of the variable ver…
Relational Marginal Problems: Theory and Estimation
Ondrej Kuzelka, Yuyi Wang, Jesse Davis +1
In the propositional setting, the marginal problem is to find a (maximum-entropy) distribution that has some given marginals. We study this problem in a relational setting and make…