Igor Sieradzki

According to our database, Igor Sieradzki authored at least 6 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations.

Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michal Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzcinski, Bartosz Zielinski

IEEE Access, 2023

The Monad Platform - Temporal Aspects in Behavioral Modeling.

Barbara Rychalska, Igor Sieradzki, Jacek Dabrowski

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2021

Explaining Self-Supervised Image Representations with Visual Probing.

Dominika Basaj, Witold Oleszkiewicz, Igor Sieradzki, Michal Górszczak, Barbara Rychalska, Tomasz Trzcinski, Bartosz Zielinski

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2019

Development of New Methods Needs Proper Evaluation - Benchmarking Sets for Machine Learning Experiments for Class A GPCRs.

Damian Lesniak, Sabina Podlewska, Stanislaw Jastrzebski, Igor Sieradzki, Andrzej J. Bojarski, Jacek Tabor

J. Chem. Inf. Model., 2019

Distribution-Interpolation Trade off in Generative Models.

Damian Lesniak, Igor Sieradzki, Igor T. Podolak

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

On Latent Distributions Without Finite Mean in Generative Models.

Damian Lesniak, Igor Sieradzki, Igor T. Podolak

CoRR, 2018