Publications

64 results for Bianca Zadrozny

On Metric Analysis for Deep Weather Generators
- - Maysa Malfiza Garcia de Macedo
  - Daniela Szwarcman
  - et al.
- 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
Towards Accelerated Discovery Services for Geospatio-temporal Foundation Models
- - Michiaki Tatsubori
  - Takao Moriyama
  - et al.
- 2022
- AGU Fall 2022
Improving sub-seasonal to seasonal forecast using a time-series transformer
- - Daniel Salles Civitarese
  - Mohamed Akram Zaytar
  - et al.
- 2022
- AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysis
- - Zaheed Gaffoor
  - Zubeida Patel
  - et al.
- 2022
- AGU Fall 2022
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- - Chinedum Eluwa
  - Campbell Watson
  - et al.
- 2022
- AGU Fall 2022
Controllable Generation for Climate Modeling
- - Moulik Choraria
  - Daniela Szwarcman
  - et al.
- 2022
- NeurIPS 2022
Direct Sampling for extreme weather generation
- - Jorge Luis Guevara Diaz
  - Bianca Zadrozny
  - et al.
- 2022
- NeurIPS 2022
Controlling Weather Field Synthesis Using Variational Autoencoders
- - Dario A. B. Oliveira
  - Jorge G. Diaz
  - et al.
- 2022
- IGARSS 2022
ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation
- - Mohamed Akram Zaytar
  - Bianca Zadrozny
  - et al.
- 2022
- EGU 2022