Polina Golland
16 papers · 2007–2025 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(65)
📈
Trend Setter
💎
Century Club
(16)
⚡
Prolific Year
(5)
Conferences
NIPS (4)
MICCAI (3)
CVPR (2)
ICLR (2)
MIDL (2)
ICML (1)
MLHC (1)
WACV (1)
Top co-authors
Keywords
image registration
(2)
fmri analysis
(2)
representation learning
(1)
contrastive learning
(1)
stochastic gradient descent
(1)
nonparametric bayesian
(1)
pose estimation
(1)
domain randomization
(1)
convex optimization
(1)
model calibration
(1)
motion estimation
(1)
medical imaging
(1)
expectation maximization
(1)
image reconstruction
(1)
instance segmentation
(1)
variational inference
(1)
synthetic data generation
(1)
maximum likelihood
(1)
fisher information
(1)
3d reconstruction
(1)
Papers
Robust Fetal Pose Estimation across Gestational Ages via Cross-Population Augmentation
MICCAI 2025
Calibrating Expressions of Certainty
ICLR 2025
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose
MICCAI 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration
MICCAI 2025
AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation
WACV 2024
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
CVPR 2024
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering
CVPR 2024
Implicit Representations via Operator Learning
ICML 2024
Network conditioning for synergistic learning on partial annotations
MIDL 2024
Data Consistent Deep Rigid MRI Motion Correction
MIDL 2023
Sample-Specific Debiasing for Better Image-Text Models
MLHC 2023
PEP: Parameter Ensembling by Perturbation
NIPS 2020
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations
NIPS 2010
Functional Geometry Alignment and Localization of Brain Areas
NIPS 2010
Convex Clustering with Exemplar-Based Models
NIPS 2007