Publications

62 results for Bianca Zadrozny

Prithvi V1.0: Generalist Geospatial Foundation Model on Global HLS Data
- - Daniela Szwarcman
  - Sujit Roy
  - et al.
- 2024
- AGU 2024
Downstream Applications on Prithvi: A Foundation Model for Global Geospatial Data
- - Daniela Szwarcman
  - Christopher Phillips
  - et al.
- 2024
- AGU 2024
TerraTorch: an Open-source Framework for Fine-tuning Geospatial Foundation Models
- - Bianca Zadrozny
  - Carlos Miguel Pina Vaz Gomes
  - et al.
- 2024
- AGU 2024
Finetuning the Geospatial Foundation model for Land Cover mapping
- - Devyani Lambhate
  - Ayush Jain
  - et al.
- 2024
- KDD 2024
Quantizing reconstruction losses for improving weather data synthesis
- - Daniela Szwarcman
  - Jorge Guevara
  - et al.
- 2024
- Scientific Reports
Machine learning derived sub-seasonal to seasonal extremes
- - Daniel Salles Civitarese
  - Bianca Zadrozny
- 2023
- NeurIPS 2023
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- - Jorge Guevara
  - Maria Garcia
  - et al.
- 2023
- J. Adv. Model. Earth Syst.
Machine learning derived sub-seasonal to seasonal extremes
- - Daniel Salles Civitarese
  - Bianca Zadrozny
- 2023
- SBBD 2023
On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 2023
Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm
- - Jorge Luis Guevara Diaz
  - Maria Julia De Castro Villafranca Garcia
  - et al.
- 2022
- AGU Fall 2022