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12/29/2022
Long-horizon video prediction using a dynamic latent hierarchy
The task of video prediction and generation is known to be notoriously d...
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07/25/2022
Modelling non-reinforced preferences using selective attention
How can artificial agents learn non-reinforced preferences to continuous...
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04/14/2022
Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization
Vertebral body compression fractures are early signs of osteoporosis. Th...
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01/14/2022
Bayesian sense of time in biological and artificial brains
Enquiries concerning the underlying mechanisms and the emergent properti...
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10/21/2021
Variational Predictive Routing with Nested Subjective Timescales
Discovery and learning of an underlying spatiotemporal hierarchy in sequ...
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06/08/2021
Exploration and preference satisfaction trade-off in reward-free learning
Biological agents have meaningful interactions with their environment de...
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10/03/2020
Episodic Memory for Learning Subjective-Timescale Models
In model-based learning, an agent's model is commonly defined over trans...
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08/13/2020
Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
Accurate estimation of the age in neonates is essential for measuring ne...
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05/25/2020