According to our database1, Irina Higgins authored at least 7 papers between 2012 and 2018.
Legend:Book In proceedings Article PhD thesis Other
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
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
Harmonic Training and the Formation of Pitch Representation in a Neural Network Model of the Auditory Brain.
Front. Comput. Neurosci., 2016
Learning view invariant recognition with partially occluded objects.
Front. Comput. Neurosci., 2012