Zhenpeng Song

Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model

Document hashing plays a crucial role in large-scale information retrieval. However, existing unsupervised document hashing methods merely consider flat semantics of documents, resulting in the inability of preserving hierarchical semantics in hash codes. In this paper, we propose a hierarchical gen…