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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…
stat.ML2020
An efficient manifold density estimator for all recommendation systems
Jacek Dąbrowski, Barbara Rychalska, Michał Daniluk +5
Many unsupervised representation learning methods belong to the class of similarity learning models. While various modality-specific approaches exist for different types of data, a…