Search Results for author: Xuechu Yu

Found 2 papers, 1 papers with code

Leveraging Superfluous Information in Contrastive Representation Learning

no code implementations19 Aug 2024 Xuechu Yu

Contrastive representation learning, which aims to learnthe shared information between different views of unlabeled data by maximizing the mutual information between them, has shown its powerful competence in self-supervised learning for downstream tasks.

Contrastive Learning Image Classification +6

Hyperbolic Chamfer Distance for Point Cloud Completion

1 code implementation ICCV 2023 Fangzhou Lin, Yun Yue, Songlin Hou, Xuechu Yu, Yajun Xu, Kazunori D Yamada, Ziming Zhang

Chamfer distance (CD) is a standard metric to measure the shape dissimilarity between point clouds in point cloud completion, as well as a loss function for (deep) learning.

Point Cloud Completion

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