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07/27/2023
Graph-based Polyphonic Multitrack Music Generation
Graphs can be leveraged to model polyphonic multitrack symbolic music, w...
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10/05/2022
ChemAlgebra: Algebraic Reasoning on Chemical Reactions
While showing impressive performance on various kinds of learning tasks,...
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09/12/2022
Modular Representations for Weak Disentanglement
The recently introduced weakly disentangled representations proposed to ...
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05/20/2022
Leveraging Relational Information for Learning Weakly Disentangled Representations
Disentanglement is a difficult property to enforce in neural representat...
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07/08/2021
Calliope – A Polyphonic Music Transformer
The polyphonic nature of music makes the application of deep learning to...
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08/31/2020
ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs
Typical EEG-based BCI applications require the computation of complex fu...
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01/15/2020
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders
We address the challenging open problem of learning an effective latent ...
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01/15/2020