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Tuesday 19 February 2019, 13:00-14:00
Dilated DenseNets for Relational Reasoning
- đ¤ Speaker: Agnieszka Slowik (University of Cambridge) đ Website
- đ Date & Time: Tuesday 19 February 2019, 13:00 - 14:00
- đ Venue: Venue to be confirmed
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Agnieszka Slowik
Abstract
Despite their impressive performance in many tasks, deep neural networks often struggle at relational reasoning. This has recently been remedied with the introduction of a plug-in relational module that considers relations between pairs of objects. Unfortunately, this is combinatorially expensive. We show that a DenseNet incorporating dilated convolutions excels at relational reasoning on the Sort-of-CLEVR dataset, allowing us to forgo this relational module and its associated expense.
Series This talk is part of the Artificial Intelligence Research Group Talks (Computer Laboratory) series.
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