Tina Kapur

4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🚀 Conference Pioneer ❓ The Questioner

Conferences

MICCAI (2) ICLR (1) NIPS (1)

Top co-authors

Polina Golland (2) Ameneh Asgari-Targhi (2) Demian Wassermann (1) Reuben Dorent (1) Nicholas Harrison (1) Alexandra Golby (1) William M Wells (1) Nazim Haouchine (1) Mike Jin (1) Yingcheng Liu (1)

Keywords

stochastic gradient descent (1) model calibration (1) maximum likelihood (1) fisher information (1) gaussian perturbation (1) parameter ensemble (1)

Papers

Calibrating Expressions of Certainty ICLR 2025

Can Crowdsourced Annotations Improve AI-based Congestion Scoring For Bedside Lung Ultrasound? MICCAI 2024

Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound MICCAI 2024

PEP: Parameter Ensembling by Perturbation NIPS 2020