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10/17/2022
AMPNet: Attention as Message Passing for Graph Neural Networks
Feature-level interactions between nodes can carry crucial information f...
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02/14/2021
Model-Agnostic Graph Regularization for Few-Shot Learning
In many domains, relationships between categories are encoded in the kno...
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02/06/2021
Open-World Semi-Supervised Learning
Supervised and semi-supervised learning methods have been traditionally ...
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07/14/2020
Concept Learners for Generalizable Few-Shot Learning
Developing algorithms that are able to generalize to a novel task given ...
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12/17/2018
ℓ_0-Motivated Low-Rank Sparse Subspace Clustering
In many applications, high-dimensional data points can be well represent...
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08/29/2017