10 citations · 21 across the 5 of their papers we have counts for
5 papers
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings
Sergiy Tkachuk, Anna Wróblewska, Jacek Dąbrowski +1
Recent years brought an increasing interest in the application of machine learning algorithms in e-commerce, omnichannel marketing, and the sales industry. It is not only to the al…
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…
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…
Multi-modal Embedding Fusion-based Recommender
Anna Wroblewska, Jacek Dabrowski, Michal Pastuszak +5
Recommendation systems have lately been popularized globally, with primary use cases in online interaction systems, with significant focus on e-commerce platforms. We have develope…
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models
Mikolaj Wieczorek, Andrzej Michalowski, Anna Wroblewska +1
Fashion retrieval is the challenging task of finding an exact match for fashion items contained within an image. Difficulties arise from the fine-grained nature of clothing items,…