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Nico Courts
Nico Courts
Graduate Student, University of Washington
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Bundle networks: Fiber bundles, local trivializations, and a generative approach to exploring many-to-one maps
N Courts, H Kvinge
International Confererence on Learning Representations 2022, 2022
32022
Fuzzy simplicial networks: A topology-inspired model to improve task generalization in few-shot learning
H Kvinge, Z New, N Courts, JH Lee, LA Phillips, CD Corley, A Tuor, ...
AAAI Workshop on Meta-Learning and MetaDL Challenge, 77-89, 2021
32021
Fiber bundle morphisms as a framework for modeling many-to-many maps
E Coda, N Courts, C Wight, L Truong, WJ Choi, C Godfrey, T Emerson, ...
Topological, Algebraic and Geometric Learning Workshops 2022, 79-85, 2022
12022
One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations
H Kvinge, S Howland, N Courts, LA Phillips, J Buckheit, Z New, E Skomski, ...
arXiv preprint arXiv:2106.01423, 2021
12021
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