Elena Sizikova
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Domain-Specific
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Analysis
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
weakly supervised learning
(2)
self-supervised learning
(2)
medical imaging
(2)
adversarial robustness
(1)
object detection
(1)
model evaluation
(1)
topological data analysis
(1)
deep learning
(1)
lesion segmentation
(1)
monte carlo simulation
(1)
multi-class classification
(1)
ranking problem
(1)
convolutional neural network
(1)
synthetic data
(1)
autonomous vehicle
(1)
persistence homology
(1)
computed tomography
(1)
eigenvalue problem
(1)
synthetic dataset
(1)
rover navigation
(1)
Papers
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images
MICCAI 2024
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
NeurIPS 2023
Spatial-frequency channels, shape bias, and adversarial robustness
NeurIPS 2023
THMA: Tencent HD Map AI System for Creating HD Map Annotations
AAAI 2023
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning
AAAI 2022
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning
MIDL 2021
Large-Scale Unsupervised Object Discovery
NeurIPS 2021