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04/01/2022
TopTemp: Parsing Precipitate Structure from Temper Topology
Technological advances are in part enabled by the development of novel m...
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01/27/2022
Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding
Compositional generalization is a troubling blind spot for neural langua...
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11/22/2021
Adaptive Transfer Learning: a simple but effective transfer learning
Transfer learning (TL) leverages previously obtained knowledge to learn ...
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07/09/2021
A Topological-Framework to Improve Analysis of Machine Learning Model Performance
As both machine learning models and the datasets on which they are evalu...
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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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02/12/2018