28 citations · 35 across the 8 of their papers we have counts for
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cs.LG2020★ 1 cited
Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning
Henry Kvinge, Zachary New, Nico Courts +6
Deep learning has shown great success in settings with massive amounts of data but has struggled when data is limited. Few-shot learning algorithms, which seek to address this limi…
cs.LG2020
Compressed Sensing via Measurement-Conditional Generative Models
Kyung-Su Kim, Jung Hyun Lee, Eunho Yang
A pre-trained generator has been frequently adopted in compressed sensing (CS) due to its ability to effectively estimate signals with the prior of NNs. In order to further refine…