Improved liver R2* mapping by pixel‐wise curve fitting with adaptive neighborhood regularization
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DOI: 10.1002/mrm.27071
Abstract: To improve liver R2* mapping by incorporating adaptive neighborhood regularization into pixel‐wise curve fitting. read more here.
Keywords: adaptive neighborhood; neighborhood regularization; curve fitting; wise curve ... See more keywords
Learning Adaptive Neighborhood Graph on Grassmann Manifolds for Video/Image-Set Subspace Clustering
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DOI: 10.1109/tmm.2020.2975394
Abstract: The objective of self-expression based spectral clustering is to learn an affinity matrix which accurately reflects the similarity among data, and the Laplacian constraint is usually exploited to make the affinity matrix preserve the global… read more here.
Keywords: grassmann manifolds; graph grassmann; learning adaptive; neighborhood ... See more keywords
Graph Convolutional Networks With Adaptive Neighborhood Awareness
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2024.3391356
Abstract: Graph convolutional networks (GCNs) can quickly and accurately learn graph representations and have shown powerful performance in many graph learning domains. Despite their effectiveness, neighborhood awareness remains essential and challenging for GCNs. Existing methods usually… read more here.
Keywords: graph convolutional; adaptive neighborhood; neighborhood; neighborhood awareness ... See more keywords