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

15 results for Campbell Watson

Controllable Generation for Climate Modeling
- - Moulik Choraria
  - Daniela Szwarcman
  - et al.
- 2022
- NeurIPS 2022
Long-Range Seasonal Forecasting of 2m Temperature with Machine Learning
- - Etienne Eben Vos
  - Ashley Daniel Gritzman
  - et al.
- 2020
- NeurIPS 2020
Investigating two super-resolution methods for downscaling precipitation: ESRGAN and CAR
- - Campbell Watson
  - Chulin Wang
  - et al.
- 2020
- NeurIPS 2020
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
S2S Extreme Weather Featurization: A Global Skill Assessment Study
- - Zubeida Patel
  - Gciniwe Simphiwe Baloyi
  - et al.
- 2022
- EGU 2022
ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation
- - Mohamed Akram Zaytar
  - Bianca Zadrozny
  - et al.
- 2022
- EGU 2022