Aleksei Tiulpin
8 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (10)
π
Conference Pioneer
Conferences
MICCAI (3)
WACV (2)
AISTATS (1)
MIDL (1)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(3)
calibration error
(3)
object detection
(1)
medical imaging
(1)
confidence calibration
(1)
medical image segmentation
(1)
bregman divergence
(1)
probabilistic prediction
(1)
kernel density estimation
(1)
error propagation
(1)
confidence interval
(1)
cross-entropy loss
(1)
soft label
(1)
focal loss
(1)
consistent estimator
(1)
proper scoring rule
(1)
asymptotic unbiasedness
(1)
retinal imaging
(1)
retinal vessel segmentation
(1)
image-level regression
(1)
Papers
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
MIDL 2026
Bayesian Optimization over Bounded Domains with the Beta Product Kernel
UAI 2025
Deep Learning-based Alignment Measurement in Knee Radiographs
MICCAI 2025
Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation
WACV 2025
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors
AISTATS 2024
Beyond Classification: Definition and Density-Based Estimation of Calibration in Object Detection
WACV 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
MICCAI 2024
A Scanning Laser Ophthalmoscopy Image Database and Trustworthy Retinal Disease Detection Method
MICCAI 2024