Publications

1614 results for Machine Learning

Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- - Anthony Baez
  - Wang Zhang
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Towards Multi Modal Geospatial Foundation Models With Multiple Resolutions
- - Naomi Simumba
  - Johannes Jakubik
  - et al.
- 2024
- AGU 2024
Conference paper
Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Conference paper
Advanced Physics-AI Models for Rain Enhancement in Arid Regions
- - Lloyd Treinish
  - Mukul Tewari
  - et al.
- 2024
- AGU 2024
Talk
Soil Moisture Estimation with Geospatial Foundation Models and Satellite Imagery
- - Rushi Chavda
  - Kamal Das
- 2024
- AGU 2024
Talk
Advancing Total Suspended Solids Modeling Using Machine Learning and Remote Sensing Data
- - Subhojit Mandal
  - Poorvitha Kommireddy
  - et al.
- 2024
- AGU 2024
Talk
Quantifying Uncertainties for Extreme Weather Events with Prithvi WxC Foundation Model
- - Eloisa Bentivegna
  - Johannes Schmude
  - et al.
- 2024
- AGU 2024
Poster
Top-Down Finer-Scale CO2 Emission Across Nations
- - Kamal Das
  - Ranjini Bangalore
  - et al.
- 2024
- AGU 2024
Poster
Predicting NDVI from SAR images toward Above Ground Biomass Estimation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- AGU 2024
Poster