Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

26 results for Bianca Zadrozny

Controllable Generation for Climate Modeling
- - Moulik Choraria
  - Daniela Szwarcman
  - et al.
- 2022
- NeurIPS 2022
On Metric Analysis for Deep Weather Generators
- 2023
- AAAI 2023
Direct Sampling for extreme weather generation
- - Jorge Luis Guevara Diaz
  - Bianca Zadrozny
  - et al.
- 2022
- NeurIPS 2022
Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network
- - Daniel Salles Civitarese
  - Daniela Szwarcman
  - et al.
- 2021
- ICML 2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- - Bianca Zadrozny
  - Dario Augusto Borges Oliveira
  - et al.
- 2021
- ICML 2021
Controlling Weather Field Synthesis Using Variational Autoencoders
- - Dario Augusto Borges Oliveira
  - Jorge Luis Guevara Diaz
  - et al.
- 2021
- ICML 2021
Decadal Forecasts with ResDMD: a Residual DMD Neural Network
- - Eduardo Rodrigues
  - Bianca Zadrozny
  - et al.
- 2021
- ICML 2021
Controlling Weather Field Synthesis Using Variational Autoencoders
- - Dario A. B. Oliveira
  - Jorge G. Diaz
  - et al.
- 2022
- IGARSS 2022
Ore content estimation based on spatial geological data through 3D convolutional neural networks
- - B. W.Carvalho Wsr
  - Daniel Civitarese
  - et al.
- 2019
- EAGE Workshop 2019
Efficient Classification of Seismic Textures
- - Daniel Civitarese
  - Daniela Szwarcman
  - et al.
- 2018
- IJCNN 2018