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03/15/2022
Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps
While it is not generally reflected in the `nice' datasets used for benc...
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10/13/2021
Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps
Many-to-one maps are ubiquitous in machine learning, from the image reco...
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06/02/2021
One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations
The field of few-shot learning has made remarkable strides in developing...
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09/23/2020