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Will the intersection of deep learning and differential geometry obviate the need for Euclidean representations altogether? It would be amazing if these functio
by ArtWomb 6y ago
Will the intersection of deep learning and differential geometry obviate the need for Euclidean representations altogether? It would be amazing if these functions became almost like fossils. Historical curiosities of a bygone civilization ;)
Differential geometry for deep learning
https://metacademy.org/roadmaps/rgrosse/dgml https://metacademy.org/roadmaps/rgrosse/dgml
- krastanov 6y agoWhat do you mean by Euclidean representation?
- ArtWomb 6y agoTensors. Triangle meshes in rendering. All the comfortable human abstractions we come to rely on. But which can be inefficient in high dimensional real world data https://dawn.cs.stanford.edu/2019/10/10/noneuclidean/ https://dawn.cs.stanford.edu/2019/10/10/noneuclidean/