Search Results for author: Haixin Zhang

Found 2 papers, 2 papers with code

Dual-Level Cross-Modal Contrastive Clustering

1 code implementation6 Sep 2024 Haixin Zhang, Yongjun Li, Dong Huang

However, there is a gap between visual representation learning and textual semantic learning, and how to properly utilize the representation of two different modalities for clustering is still a big challenge.

Clustering Contrastive Learning +4

Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation

1 code implementation24 Jan 2024 Haixin Zhang, Dong Huang

To tackle these critical issues, we present a novel end-to-end deep clustering framework with dynamic grouping and prototype aggregation, termed as DigPro.

Clustering Contrastive Learning +3

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