COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing

arXiv:2402.16424v1 Announce Type: new
Abstract: Zero-shot hashing (ZSH) has shown excellent success owing to its efficiency and generalization in large-scale retrieval scenarios. While considerable success has been achieved, there still exist urgent limitations. Existing works ignore the locality relationships of representations and attributes, which have effective transferability between seeable classes and unseeable classes. Also, the continuous-value attributes are not fully harnessed. In response, we conduct a COMprehensive Attribute Exploration for ZSH, named COMAE, which depicts the relationships from seen classes …

abstract arxiv cs.cv efficiency exploration hashing limitations relationships retrieval scale success type zero-shot zsh