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Dive into the research topics where Gilad Lerman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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BRC-BIO: The transcriptomics of environmentally-controlled differentiation into male or female in plants
Lerman, G. & Blake-mahmud, J. N.
1/1/23 → 12/31/25
Project: Research project
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Mathematically-Guaranteed Global Solutions to Structure-from-Motion
THE NATIONAL SCIENCE FOUNDATION
8/1/22 → 7/31/25
Project: Research project
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Mathematically-Guaranteed Global Solutions to Structure-from-Motion
8/1/22 → 7/31/25
Project: Research project
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ATD: Robustness, privacy and fairness in threat detection
THE NATIONAL SCIENCE FOUNDATION
9/1/21 → 8/31/24
Project: Research project
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An Unpooling Layer for Graph Generation
Guo, Y., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3179-3209 31 p.Research output: Contribution to journal › Conference article › peer-review
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Depth Descent Synchronization in SO(D)
Maunu, T. & Lerman, G., Apr 2023, In: International Journal of Computer Vision. 131, 4, p. 968-986 19 p.Research output: Contribution to journal › Article › peer-review
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Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection
Lai, C. H., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3538-3567 30 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Analysis and algorithms for ℓp-based semi-supervised learning on graphs
Flores, M., Calder, J. & Lerman, G., Sep 2022, In: Applied and Computational Harmonic Analysis. 60, p. 77-122 46 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Ensemble Riemannian data assimilation: Towards large-scale dynamical systems
Tamang, S. K., Ebtehaj, A., Van Leeuwen, P. J., Lerman, G. & Foufoula, E., Feb 18 2022, In: Nonlinear Processes in Geophysics. 29, 1, p. 77-92 16 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations