This paper contributes a new large-scale dataset for weakly supervised cross-media retrieval, named Twitter100k. Current datasets, such as Wikipedia, NUS Wide, and Flickr30k, have two major ...

Media types in heterogeneous source are usually represented in different dimensions; this makes cross-media retrieval hard to process. In this paper, we utilize a new domain adaptation to solve ...