Yuliya Marchetti

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Data Compression

Top Venues

J. Aerosp. Inf. Syst.

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Caleb Wagner, Cecilia Mauceri, Philip Twu, Yuliya Marchetti, Joseph A. Russino, Dustin Aguilar, Gregg R. Rabideau, Scott Tepsuporn, Steve A. Chien, Glenn Reeves
Demonstrating Autonomy for Complex Space Missions: A Europa Lander Mission Autonomy Prototype. J. Aerosp. Inf. Syst. 21 (1) (2024)
Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning. AAAI (2022)
Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning. AAAI (2021)
Robert Rosenberg, Lars Chapsky, David Crisp, Graziela Keller, Richard A. M. Lee, Yuliya Marchetti, Shanshan Yu, Annmarie Eldering
OCO-2 Calibration Refinement Across Versions and Plans for OCO-3. IGARSS (2020)
Yuliya Marchetti, Jack Lightholder, Eric Junkins, Matthew Cross, Lukas Mandrake, Abigail A. Fraeman
Barefoot Rover: a Sensor-Embedded Rover Wheel Demonstrating In-Situ Engineering and Science Extractions using Machine Learning. ICRA (2020)
Yuliya Marchetti, Robert Rosenberg, David Crisp
Classification of Anomalous Pixels in the Focal Plane Arrays of Orbiting Carbon Observatory-2 and -3 via Machine Learning. Remote. Sens. 11 (24) (2019)
Yuliya Marchetti, Hai Nguyen, Amy Braverman, Noel Cressie
Spatial data compression via adaptive dispersion clustering. Comput. Stat. Data Anal. 117 (2018)