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ORCIDElena Sizikova
Person information
- affiliation: Food and Drug Administration, USA
- affiliation (former): New York University, Center for Data Science, USA
Other persons with the same name
- Elena Balashova — disambiguation page
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2020 – today
- 2024
[c20]Andrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano:
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images. MICCAI (3) 2024: 734-744- [i25]Ghada Zamzmi, Adarsh Subbaswamy, Elena Sizikova, Ed Margerrison, Jana G. Delfino, Aldo Badano:
Scorecards for Synthetic Medical Data Evaluation and Reporting. CoRR abs/2406.11143 (2024) - [i24]Elena Sizikova, Andreu Badal, Jana G. Delfino, Miguel A. Lago, Brandon Nelson, Niloufar Saharkhiz, Berkman Sahiner, Ghada Zamzmi, Aldo Badano:
Synthetic Data in Radiological Imaging: Current State and Future Outlook. CoRR abs/2407.01561 (2024) - [i23]Andrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano:
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images. CoRR abs/2408.00191 (2024) - 2023
- [j6]Chao Zheng, Xu Cao
, Kun Tang, Zhipeng Cao, Elena Sizikova, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Xinrui Yan, Shuqi Mei:
High-definition map automatic annotation system based on active learning. AI Mag. 44(4): 418-430 (2023) - [c19]Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng:
THMA: Tencent HD Map AI System for Creating HD Map Annotations. AAAI 2023: 15585-15593 - [c18]Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao:
Vitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. ICASSP 2023: 1-5 - [c17]Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano:
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 - [c16]Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli:
Spatial-frequency channels, shape bias, and adversarial robustness. NeurIPS 2023 - [i22]Aldo Badano, Miguel A. Lago, Elena Sizikova, Jana G. Delfino, S. Guan, M. A. Anastasio, Berkman Sahiner:
The stochastic digital human is now enrolling for in silico imaging trials - Methods and tools for generating digital cohorts. CoRR abs/2301.08719 (2023) - [i21]Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli:
Spatial-frequency channels, shape bias, and adversarial robustness. CoRR abs/2309.13190 (2023) - [i20]Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano:
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses. CoRR abs/2310.18494 (2023) - 2022
- [c15]Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel:
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning. AAAI 2022: 12468-12474 - [c14]Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed M. Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi:
Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS 2022: 1-11 - [c13]Yuzhou Chen, Elena Sizikova, Yulia R. Gel:
TopoAttn-Nets: Topological Attention in Graph Representation Learning. ECML/PKDD (2) 2022: 309-325 - [i19]Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard:
Semi-supervised Nonnegative Matrix Factorization for Document Classification. CoRR abs/2203.03551 (2022) - [i18]Pranav Singh, Elena Sizikova, Jacopo Cirrone:
CASS: Cross Architectural Self-Supervision for Medical Image Analysis. CoRR abs/2206.04170 (2022) - [i17]Ajay Subramanian, Sara Price, Omkar Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G. Pelli:
SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks. CoRR abs/2206.08427 (2022) - [i16]Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee:
Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction. CoRR abs/2208.10937 (2022) - [i15]Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell:
Automatic Infectious Disease Classification Analysis with Concept Discovery. CoRR abs/2209.02415 (2022) - [i14]Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao:
ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. CoRR abs/2210.16943 (2022) - [i13]Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng:
THMA: Tencent HD Map AI System for Creating HD Map Annotations. CoRR abs/2212.11123 (2022) - 2021
- [c12]Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard:
Semi-supervised Nonnegative Matrix Factorization for Document Classification. ACSCC 2021: 1355-1360 - [c11]Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova:
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. ICCVW 2021: 3258-3266 - [c10]Tianshu Chu, Xinmeng Li, Huy V. Vo, Ronald M. Summers, Elena Sizikova:
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning. MIDL 2021: 60-73 - [c9]Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce:
Large-Scale Unsupervised Object Discovery. NeurIPS 2021: 16764-16778 - [i12]Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce:
Large-Scale Unsupervised Object Discovery. CoRR abs/2106.06650 (2021) - [i11]Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova:
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. CoRR abs/2109.11480 (2021) - 2020
- [c8]Fangyin Wei, Elena Sizikova, Avneesh Sud, Szymon Rusinkiewicz, Thomas A. Funkhouser:
Learning to Infer Semantic Parameters for 3D Shape Editing. 3DV 2020: 434-442 - [i10]Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang:
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition. CoRR abs/2001.00631 (2020) - [i9]Sahar Siddiqui, Elena Sizikova, Gemma Roig, Najib J. Majaj, Denis G. Pelli:
Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models. CoRR abs/2007.00083 (2020) - [i8]Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard:
Semi-supervised NMF Models for Topic Modeling in Learning Tasks. CoRR abs/2010.07956 (2020) - [i7]Fangyin Wei, Elena Sizikova, Avneesh Sud, Szymon Rusinkiewicz, Thomas A. Funkhouser:
Learning to Infer Semantic Parameters for 3D Shape Editing. CoRR abs/2011.04755 (2020) - [i6]Omkar Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G. Pelli:
Anytime Prediction as a Model of Human Reaction Time. CoRR abs/2011.12859 (2020)
2010 – 2019
- 2019
- [b1]Elena Sizikova:
Shape Synthesis Using Structure-Aware Reasoning. Princeton University, USA, 2019 - [j5]Elena Balashova, Amit H. Bermano, Vladimir G. Kim, Stephen DiVerdi, Aaron Hertzmann, Thomas A. Funkhouser:
Learning A Stroke-Based Representation for Fonts. Comput. Graph. Forum 38(1): 429-442 (2019) - [c7]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CVPR Workshops 2019: 469-471 - [c6]Ilke Demir, Camilla Hahn, Kathryn Leonard, Géraldine Morin, Dana Rahbani, Athina Panotopoulou, Amélie Fondevilla, Elena Balashova, Bastien Durix, Adam Kortylewski:
SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding. CVPR Workshops 2019: 1143-1151 - [c5]Elena Balashova, Jiangping Wang, Vivek K. Singh, Bogdan Georgescu, Brian Teixeira, Ankur Kapoor:
3D Organ Shape Reconstruction from Topogram Images. IPMI 2019: 347-359 - [i5]Ilke Demir, Camilla Hahn, Kathryn Leonard, Géraldine Morin, Dana Rahbani, Athina Panotopoulou, Amélie Fondevilla, Elena Balashova, Bastien Durix, Adam Kortylewski:
SkelNetOn 2019 Dataset and Challenge on Deep Learning for Geometric Shape Understanding. CoRR abs/1903.09233 (2019) - [i4]Elena Balashova, Jiangping Wang, Vivek K. Singh, Bogdan Georgescu, Brian Teixeira, Ankur Kapoor:
3D Organ Shape Reconstruction from Topogram Images. CoRR abs/1904.00073 (2019) - [i3]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CoRR abs/1909.10225 (2019) - 2018
- [j4]Elena Sizikova, Thomas A. Funkhouser:
Wall Painting Reconstruction Using a Genetic Algorithm. ACM Journal on Computing and Cultural Heritage 11(1): 3:1-3:17 (2018) - [c4]Elena Balashova, Vivek K. Singh, Jiangping Wang, Brian Teixeira, Terrence Chen, Thomas A. Funkhouser:
Structure-Aware Shape Synthesis. 3DV 2018: 140-149 - [c3]Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu:
Generating Synthetic X-Ray Images of a Person From the Surface Geometry. CVPR 2018: 9059-9067 - [i2]Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu:
Generating Synthetic X-ray Images of a Person from the Surface Geometry. CoRR abs/1805.00553 (2018) - [i1]Elena Balashova, Vivek K. Singh, Jiangping Wang, Brian Teixeira, Terrence Chen, Thomas A. Funkhouser:
Structure-Aware Shape Synthesis. CoRR abs/1808.01427 (2018) - 2017
- [j3]Antonia Stank, Daria B. Kokh, Max Horn, Elena Sizikova, Rebecca Neil, Joanna Panecka, Stefan Richter, Rebecca C. Wade:
TRAPP webserver: predicting protein binding site flexibility and detecting transient binding pockets. Nucleic Acids Res. 45(Webserver-Issue): W325-W330 (2017) - 2016
- [c2]Elena Sizikova, Vivek Kumar Singh, Bogdan Georgescu, Maciej Halber, Kai Ma, Terrence Chen:
Enhancing Place Recognition Using Joint Intensity - Depth Analysis and Synthetic Data. ECCV Workshops (3) 2016: 901-908 - [c1]Elena Sizikova, Thomas A. Funkhouser:
Wall Painting Reconstruction Using a Genetic Algorithm. GCH 2016: 83-91 - 2015
- [j2]Ohad Fried, Stephen DiVerdi, Maciej Halber, Elena Sizikova, Adam Finkelstein:
IsoMatch: Creating Informative Grid Layouts. Comput. Graph. Forum 34(2): 155-166 (2015) - 2012
- [j1]Rune B. Lyngsø, James W. J. Anderson, Elena Sizikova, Amarendra Badugu, Tomas Hyland, Jotun Hein:
Frnakenstein: multiple target inverse RNA folding. BMC Bioinform. 13: 260 (2012)
Coauthor Index
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