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04/29/2022
Flamingo: a Visual Language Model for Few-Shot Learning
Building models that can be rapidly adapted to numerous tasks using only...
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09/28/2021
A Step Towards Efficient Evaluation of Complex Perception Tasks in Simulation
There has been increasing interest in characterising the error behaviour...
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12/19/2019
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks
Deep neural networks have improved image classification dramatically ove...
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08/14/2018
Imagining the Unseen: Learning a Distribution over Incomplete Images with Dense Latent Trees
Images are composed as a hierarchy of object parts. We use this insight ...
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07/03/2018