Anna Alperovich
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π
Trend Setter
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(4)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Learning Types Β· Machine Learning
(1)
Mathematics
(1)
Optimization
(1)
Keywords
optical flow
(2)
light field
(2)
medical imaging
(1)
depth estimation
(1)
3d vision
(1)
occlusion handling
(1)
convolutional neural network
(1)
uncertainty estimation
(1)
cross-domain generalization
(1)
joint optimization
(1)
encoder-decoder network
(1)
convolutional autoencoder
(1)
event classification
(1)
video masked autoencoder
(1)
intrinsic image decomposition
(1)
intrinsic decomposition
(1)
normal estimation
(1)
normal map recovery
(1)
focal stack symmetry
(1)
surgical instrument localization
(1)
Papers
Surgical Flow Masked Autoencoder for Event Recognition
MIDL 2025
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization
WACV 2022
Localizing Neurosurgical Instruments Across Domains and in the Wild
MIDL 2021
Light Field Intrinsics With a Deep Encoder-Decoder Network
CVPR 2018
Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry
CVPR 2017