Irina Higgins

According to our database1, Irina Higgins authored at least 7 papers between 2012 and 2018.

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Bibliography

2018
A Computational Account of the Role of Cochlear Nucleus and Inferior Colliculus in Stabilizing Auditory Nerve Firing for Auditory Category Learning.
Neural Computation, 2018

Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

SCAN: Learning Hierarchical Compositional Visual Concepts.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Harmonic Training and the Formation of Pitch Representation in a Neural Network Model of the Auditory Brain.
Front. Comput. Neurosci., 2016

2012
Learning view invariant recognition with partially occluded objects.
Front. Comput. Neurosci., 2012


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