Elena Sizikova

Affiliations:
  • Food and Drug Administration, USA
  • New York University, Center for Data Science, USA (former)


According to our database1, Elena Sizikova authored at least 33 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Online presence:

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Bibliography

2023
High-definition map automatic annotation system based on active learning.
AI Mag., December, 2023

The stochastic digital human is now enrolling for in silico imaging trials - Methods and tools for generating digital cohorts.
CoRR, 2023

Spatial-frequency channels, shape bias, and adversarial robustness.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Vitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis.
Proceedings of the IEEE International Conference on Acoustics, 2023

THMA: Tencent HD Map AI System for Creating HD Map Annotations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Automatic Infectious Disease Classification Analysis with Concept Discovery.
CoRR, 2022

Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction.
CoRR, 2022

SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks.
CoRR, 2022

CASS: Cross Architectural Self-Supervision for Medical Image Analysis.
CoRR, 2022

TopoAttn-Nets: Topological Attention in Graph Representation Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022


TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Large-Scale Unsupervised Object Discovery.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Semi-supervised Nonnegative Matrix Factorization for Document Classification.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Anytime Prediction as a Model of Human Reaction Time.
CoRR, 2020

Semi-supervised NMF Models for Topic Modeling in Learning Tasks.
CoRR, 2020

Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models.
CoRR, 2020

On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition.
CoRR, 2020

Learning to Infer Semantic Parameters for 3D Shape Editing.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Learning A Stroke-Based Representation for Fonts.
Comput. Graph. Forum, 2019

3D Organ Shape Reconstruction from Topogram Images.
Proceedings of the Information Processing in Medical Imaging, 2019

SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

WiCV 2019: The Sixth Women In Computer Vision Workshop.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Wall Painting Reconstruction Using a Genetic Algorithm.
ACM Journal on Computing and Cultural Heritage, 2018

Generating Synthetic X-Ray Images of a Person From the Surface Geometry.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Structure-Aware Shape Synthesis.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
TRAPP webserver: predicting protein binding site flexibility and detecting transient binding pockets.
Nucleic Acids Res., 2017

2016
Enhancing Place Recognition Using Joint Intensity - Depth Analysis and Synthetic Data.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
IsoMatch: Creating Informative Grid Layouts.
Comput. Graph. Forum, 2015

2012
Frnakenstein: multiple target inverse RNA folding.
BMC Bioinform., 2012


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