Barbara Rychalska

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 31

Top Topics

Hopfield Network

Image Representation

Temporal Aspects

Top Venues

BlackboxNLP@EMNLP

Publications

Barbara Rychalska, Igor Sieradzki, Jacek Dabrowski
The Monad Platform - Temporal Aspects in Behavioral Modeling. ECAI (2023)
Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michal Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzcinski, Bartosz Zielinski
Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations. IEEE Access 11 (2023)
Gergely Stomfai, Lukasz Sienkiewicz, Barbara Rychalska
Multidimensional Hopfield Networks for clustering. CoRR (2023)
Barbara Rychalska, Szymon Lukasik, Jacek Dabrowski
Synerise Monad: A Foundation Model for Behavioral Event Data. SIGIR (2023)
Piotr Andruszkiewicz, Barbara Rychalska
Vanilla Recurrent Neural Networks for Interpretable Semantic Textual Similarity. PACLIC (2022)
Jacek Dabrowski, Barbara Rychalska
Synerise Monad - Real-Time Multimodal Behavioral Modeling. CIKM (2022)
Michal Daniluk, Barbara Rychalska, Konrad Goluchowski, Jacek Dabrowski
Modeling Multi-Destination Trips with Sketch-Based Model. CoRR (2021)
Barbara Rychalska, Mikolaj Wieczorek, Jacek Dabrowski
T-EMDE: Sketching-based global similarity for cross-modal retrieval. CoRR (2021)
Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme. CoRR (2021)
Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski, Przemyslaw Biecek
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme. ICONIP (4) (2021)
Dominika Basaj, Witold Oleszkiewicz, Igor Sieradzki, Michal Górszczak, Barbara Rychalska, Tomasz Trzcinski, Bartosz Zielinski
Explaining Self-Supervised Image Representations with Visual Probing. IJCAI (2021)
Michal Daniluk, Jacek Dabrowski, Barbara Rychalska, Konrad Goluchowski
Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model. RecSys Challenge (2021)
Michal Daniluk, Barbara Rychalska, Konrad Goluchowski, Jacek Dabrowski
Modeling Multi-Destination Trips with Sketch-Based Model. WebTour@WSDM (2021)
Michal Daniluk, Jacek Dabrowski, Barbara Rychalska, Konrad Goluchowski
Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model. CoRR (2021)
Mikolaj Wieczorek, Barbara Rychalska, Jacek Dabrowski
On the Unreasonable Effectiveness of Centroids in Image Retrieval. ICONIP (4) (2021)
Jacek Dabrowski, Barbara Rychalska, Michal Daniluk, Dominika Basaj, Konrad Goluchowski, Piotr Babel, Andrzej Michalowski, Adam Jakubowski
An Efficient Manifold Density Estimator for All Recommendation Systems. ICONIP (4) (2021)
Mikolaj Wieczorek, Barbara Rychalska, Jacek Dabrowski
On the Unreasonable Effectiveness of Centroids in Image Retrieval. CoRR (2021)
Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michal Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzcinski, Bartosz Zielinski
Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations. CoRR (2021)
Jacek Dabrowski, Barbara Rychalska, Michal Daniluk, Dominika Basaj, Konrad Goluchowski, Piotr Babel, Andrzej Michalowski
An efficient manifold density estimator for all recommendation systems. CoRR (2020)
Prathyusha Jwalapuram, Barbara Rychalska, Shafiq R. Joty, Dominika Basaj
Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation. CoRR (2020)
Barbara Rychalska, Dominika Basaj, Jacek Dabrowski, Michal Daniluk
I know why you like this movie: Interpretable Efficient Multimodal Recommender. CoRR (2020)
Anna Wróblewska, Jacek Dabrowski, Michal Pastuszak, Andrzej Michalowski, Michal Daniluk, Barbara Rychalska, Mikolaj Wieczorek, Sylwia Sysko-Romanczuk
Multi-modal Embedding Fusion-based Recommender. CoRR (2020)
Barbara Rychalska, Dominika Basaj, Alicja Gosiewska, Przemyslaw Biecek
Models in the Wild: On Corruption Robustness of Neural NLP Systems. ICONIP (3) (2019)
Barbara Rychalska, Dominika Basaj, Przemyslaw Biecek
Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems. CoRR (2018)
Barbara Rychalska, Dominika Basaj, Anna Wróblewska, Przemyslaw Biecek
How much should you ask? On the question structure in QA systems. BlackboxNLP@EMNLP (2018)
Dominika Basaj, Barbara Rychalska, Anna Wróblewska
LAS: Language Agnostic System for Question Answering. SNAMS (2018)
Barbara Rychalska, Dominika Basaj, Przemyslaw Biecek, Anna Wróblewska
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System. CoRR (2018)
Dominika Basaj, Barbara Rychalska, Przemyslaw Biecek, Anna Wróblewska
How much should you ask? On the question structure in QA systems. CoRR (2018)
Barbara Rychalska, Helena T. Glabska, Anna Wróblewska
Multi-Intent Hierarchical Natural Language Understanding for Chatbots. SNAMS (2018)
Barbara Rychalska, Dominika Basaj, Anna Wróblewska, Przemyslaw Biecek
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System. BlackboxNLP@EMNLP (2018)
Barbara Rychalska, Katarzyna Pakulska, Krystyna Chodorowska, Wojciech Walczak, Piotr Andruszkiewicz
Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity. SemEval@NAACL-HLT (2016)