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Research Seminar – Kyle Martin – The Wonderful World of Deep Metric Learning

October 2 @ 12:00 pm - 1:00 pm

Deep Metric Learners (DMLs) are a group of neural network architectures which learn to optimise case representations for similarity-based return by training upon multiple cases simultaneously to incorporate relationship knowledge. In this talk, I offer a brief introduction to the wonderful world of deep metric learning, and explore some of the work we have been doing with these neural architectures. In particular, we will examine the technical difficulties involved with training these networks, and how techniques from Case-based reasoning research may help us solve these problems.

Details

Date:
October 2, 2019
Time:
12:00 pm - 1:00 pm
Event Category:

Venue

N106, Sir Ian Wood Building

Organizer

Mark Bartlett
Email: