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Polina Golland

Identifiers

  • name variant Polina Golland 0.60 · backfill

Papers (18)

  1. Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It eess.IV · 2026 · author #2
  2. Rapid patient-specific neural networks for intraoperative X-ray to volume registration eess.IV · 2025 · author #9
  3. A Unified Deep Learning Framework for Motion Correction in Medical Imaging eess.IV · 2024 · author #4
  4. Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network eess.IV · 2019 · author #7
  5. Unsupervised Deep Learning for Bayesian Brain MRI Segmentation cs.CV · 2019 · author #3
  6. Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases cs.CV · 2019 · author #3
  7. Temporal Registration in Application to In-utero MRI Time Series cs.CV · 2019 · author #7
  8. Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images cs.CV · 2019 · author #8
  9. Disease Knowledge Transfer across Neurodegenerative Diseases cs.LG · 2019 · author #10
  10. Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease cs.CV · 2018 · author #8
  11. Medical Image Imputation from Image Collections cs.CV · 2018 · author #6
  12. Keypoint Transfer for Fast Whole-Body Segmentation cs.CV · 2018 · author #5
  13. A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation cs.CV · 2018 · author #10
  14. Temporal Registration in In-Utero Volumetric MRI Time Series cs.CV · 2016 · author #7
  15. A Latent Source Model for Patch-Based Image Segmentation cs.CV · 2015 · author #3
  16. Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning cs.LG · 2015 · author #2
  17. Diversifying Sparsity Using Variational Determinantal Point Processes cs.LG · 2014 · author #5
  18. Sparse Projections of Medical Images onto Manifolds cs.CV · 2013 · author #3

Mentions

  • 1503.03506 #2 · backfill · confidence 0.70 Polina Golland
  • 1411.6307 #5 · backfill · confidence 0.70 Polina Golland
  • 1303.5508 #3 · backfill · confidence 0.70 Polina Golland
  • 2503.16309 #9 · arxiv_oai · confidence 0.70 Polina Golland

Frequent Coauthors