Elena Sizikova
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
NIPS (3)
AAAI (2)
MICCAI (1)
MIDL (1)
Top co-authors
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 datum
(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
THMA: Tencent HD Map AI System for Creating HD Map Annotations
AAAI 2023
Spatial-frequency channels, shape bias, and adversarial robustness
NIPS 2023
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
NIPS 2023
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning
AAAI 2022
Large-Scale Unsupervised Object Discovery
NIPS 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning
MIDL 2021