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Artur Dubrawski

12 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

AAAI ×4ICML ×3CVPR ×1ECML-PKDD ×1ICLR ×1IROS ×1MICCAI ×1

Frequent coauthors

Mononito Goswami
×4
Cecilia G. Morales
×3
Nicholas Gisolfi
×2
Jack Henry Good
×2
Yifu Cai
×2
Arjun Choudhry
×2
Michal Wilinski
×1
Willa Potosnak
×1
Nina Zukowska
×1
Ifigeneia Apostolopoulou
×1
Benjamin Eysenbach
×1
Frank Nielsen
×1

Papers

  1. Exploring Representations and Interventions in Time Series Foundation Models
    ICML 2025 ·
    Michal Wilinski
    ,
    Mononito Goswami
    ,
    Willa Potosnak
    ,
    Nina Zukowska
    , Artur Dubrawski
  2. A Rate-Distortion View of Uncertainty Quantification
    ICML 2024 ·
    Ifigeneia Apostolopoulou
    ,
    Benjamin Eysenbach
    ,
    Frank Nielsen
    , Artur Dubrawski
  3. A SAT-Based Approach to Rigorous Verification of Bayesian Networks
    ECML-PKDD 2024 ·
    Ignacy Stepka
    ,
    Nicholas Gisolfi
    , Artur Dubrawski
  4. Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract)
    AAAI 2024 ·
    Ryan Schuerkamp
    ,
    Xinyu Li
    ,
    Brian Kunzer
    ,
    Leonard S. Weiss
    ,
    Hernando Gómez
    ,
    Francis X. Guyette
    ,
    Michael R. Pinsky
    , Artur Dubrawski
  5. Bifurcation Identification for Ultrasound-driven Robotic Cannulation
    IROS 2024 ·
    Cecilia G. Morales
    ,
    Dhruv Srikanth
    ,
    Jack H. Good
    ,
    Keith A. Dufendach
    , Artur Dubrawski
  6. Data-Driven Discovery of Design Specifications (Student Abstract)
    AAAI 2024 ·
    Angela Chen
    ,
    Nicholas Gisolfi
    , Artur Dubrawski
  7. Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net
    MICCAI 2024 ·
    Rohini Banerjee
    ,
    Cecilia G. Morales
    , Artur Dubrawski
  8. Exploring Loss Design Techniques For Decision Tree Robustness To Label Noise
    ICLR 2024 ·
    Lukasz Sztukiewicz
    ,
    Jack Henry Good
    , Artur Dubrawski
  9. JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract)
    AAAI 2024 ·
    Yifu Cai
    ,
    Arvind Srinivasan
    ,
    Mononito Goswami
    ,
    Arjun Choudhry
    , Artur Dubrawski
  10. MOMENT: A Family of Open Time-series Foundation Models
    ICML 2024 ·
    Mononito Goswami
    ,
    Konrad Szafer
    ,
    Arjun Choudhry
    ,
    Yifu Cai
    ,
    Shuo Li
    , Artur Dubrawski
  11. Motion-aware Needle Segmentation in Ultrasound Images
    CVPR 2024 ·
    Raghavv Goel
    ,
    Cecilia G. Morales
    ,
    Manpreet Singh
    , Artur Dubrawski,
    Jonh Galeotti
    ,
    Howie Choset
  12. PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract)
    AAAI 2024 ·
    Eric Enouen
    ,
    Sebastian Caldas
    ,
    Mononito Goswami
    , Artur Dubrawski