publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. Elevating point-based object detection in UAVs: A deep learning method with altitude fusion
    Michał Wilinski, Bartosz Ptak, and Marek Kraft
    In Best Paper Award Finalist, 5th Polish Conference on Artificial Intelligence (PP-RAI’2024), 18-20.04.2024, Warsaw, Poland, 2024
  2. Unveiling and Manipulating Concepts in Time Series Foundation Models
    Michał Wiliński, Mononito Goswami, Nina Żukowska, and 2 more authors
    In 🍃 MINT: Foundation Model Interventions, 2024
  3. Implicit Reasoning in Deep Time Series Forecasting
    Willa Potosnak, Cristian Challu, Mononito Goswami, and 3 more authors
    arXiv preprint arXiv:2409.10840, 2024
  4. Towards Long-Context Time Series Foundation Models
    Nina Żukowska, Mononito Goswami, Michał Wiliński, and 2 more authors
    arXiv preprint arXiv:2409.13530, 2024
  5. HAPmamba: Linear-Time Sequence Modeling for Terrain Classification by Legged Robots
    Michal Wilinski, Mikolaj Lysakowski, and Krzysztof Walas
    In Climbing and Walking Robots Conference, 2024
  6. Towards Long-Context Time Series Foundation Models With A Handful Of Additional Parameters
    Nina Żukowska, Mononito Goswami, Michał Wiliński, and 2 more authors
    In NeurIPS 2024 Workshop on Fine-Tuning in Modern Machine Learning: Principles and Scalability, 2024
  7. Exploring Representations and Interventions in Time Series Foundation Models
    Michał Wiliński, Mononito Goswami, Nina Żukowska, and 2 more authors
    arXiv preprint arXiv:2409.12915, 2024