Search Results for author: Hai-Xin Zhang

Found 2 papers, 2 papers with code

Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation

1 code implementation25 Jan 2024 Hai-Xin Zhang, Dong Huang

Deep clustering has gained significant attention due to its capability in learning clustering-friendly representations without labeled data.

Clustering Contrastive Learning +3

Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction

1 code implementation24 Jan 2024 Hai-Xin Zhang, Dong Huang, Hua-Bao Ling, Guang-Yu Zhang, Wei-jun Sun, Zi-hao Wen

In this paper, we present a novel deep image clustering approach termed PICI, which enforces the partial information discrimination and the cross-level interaction in a joint learning framework.

Clustering Contrastive Learning +4

Cannot find the paper you are looking for? You can Submit a new open access paper.