2 papers
stat.ML2021
T-EMDE: Sketching-based global similarity for cross-modal retrieval
Barbara Rychalska, Mikolaj Wieczorek, Jacek Dabrowski
The key challenge in cross-modal retrieval is to find similarities between objects represented with different modalities, such as image and text. However, each modality embeddings…
cs.CV2021
On the Unreasonable Effectiveness of Centroids in Image Retrieval
Mikolaj Wieczorek, Barbara Rychalska, Jacek Dabrowski
Image retrieval task consists of finding similar images to a query image from a set of gallery (database) images. Such systems are used in various applications e.g. person re-ident…