Nina Zukowska

According to our database, Nina Zukowska authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers.

Nina Zukowska, Wolfgang Stammer, Bernt Schiele, Jonas Fischer

CoRR, April, 2026

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting.

Willa Potosnak, Nina Zukowska, Michal Wilinski, Dan Howarth, Ignacy Stepka, Mononito Goswami, Artur Dubrawski

CoRR, April, 2026

2025

APEX-DAG: Library and Language independent Pipeline EXtraction.

Sebastian Eggers, Nina Zukowska, Ziawasch Abedjan

Proc. VLDB Endow., August, 2025

Investigating Compositional Reasoning in Time Series Foundation Models.

Willa Potosnak, Cristian Challu, Mononito Goswami, Kin G. Olivares, Michal Wilinski, Nina Zukowska, Artur Dubrawski

CoRR, February, 2025

Exploring Representations and Interventions in Time Series Foundation Models.

Michal Wilinski, Mononito Goswami, Willa Potosnak, Nina Zukowska, Artur Dubrawski

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Towards Long-Context Time Series Foundation Models.

Nina Zukowska, Mononito Goswami, Michal Wilinski, Willa Potosnak, Artur Dubrawski

CoRR, 2024

Unveiling and Manipulating Concepts in Time Series Foundation Models.

Michal Wilinski, Mononito Goswami, Nina Zukowska, Willa Potosnak, Artur Dubrawski

CoRR, 2024

Implicit Reasoning in Deep Time Series Forecasting.

Willa Potosnak, Cristian Challu, Mononito Goswami, Michal Wilinski, Nina Zukowska, Artur Dubrawski

CoRR, 2024