Nico Courts | DeepAI

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Featured Co-authors

Henry Kvinge
31 publications
Aaron Tuor
21 publications
Nathan O. Hodas
16 publications
Tegan Emerson
9 publications
Charles Godfrey
9 publications
Courtney D. Corley
7 publications
Elliott Skomski
7 publications
Scott Howland
6 publications
Zachary New
5 publications
Colby Wight
4 publications
Jung H. Lee
4 publications

research

∙ 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...

0 Elizabeth Coda, et al. ∙

research

∙ 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...

0 Nico Courts, et al. ∙

research

∙ 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...

0 Henry Kvinge, et al. ∙

research

∙ 09/23/2020

Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning

Deep learning has shown great success in settings with massive amounts o...

0 Henry Kvinge, et al. ∙