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Syntropy on Machine Intelligence
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Computer Vision: Learning a common language to describe how visual concepts can change
Computer Vision: Learning a common language to describe how visual concepts can change
How can we build things like imagination and one-shot recognition into a computer vision system?
Angus Russell
Jun 4, 2018
Dimensional Reduction via Sequential Data
This is the third of a series of articles explaining the work we’re doing at Syntropy, and tracking our progress as we make ground through…
Matt Way
Aug 31, 2017
Unsupervised learning of a useful hierarchy of visual concepts — Part 1
Unsupervised learning of a useful hierarchy of visual concepts — Part 1
Humans learn about our visual world through experience, not labels. How can we get machines to do the same?
Angus Russell
Aug 28, 2017
How do humans recognise objects from different angles? An explanation of one-shot learning.
How do humans recognise objects from different angles? An explanation of one-shot learning.
How do humans do one-shot learning, and how can we get machines to do the same?
Angus Russell
Aug 28, 2017
Unsupervised learning of a useful hierarchy of visual concepts — Part 2
Unsupervised learning of a useful hierarchy of visual concepts — Part 2
In part 2 we give some more context, list our inspiration and related work, and provide more technical implementation details.
Matt Way
Aug 17, 2017
How can we make machines understand the world like humans do?
How can we make machines understand the world like humans do?
We explain the current problems with deep learning, and the principles that are guiding us as we work towards a solution.
Angus Russell
Aug 8, 2017
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