3 papers
cs.LG2026
IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem
Aniruddha Adiga, Jingyuan Chou, Anshul Chiranth +7
Epidemic forecasting has become an integral part of real-time infectious disease outbreak response. While collaborative ensembles composed of statistical and machine learning model…
cs.LG2025
Deep Learning Foundation and Pattern Models: Challenges in Hydrological Time Series
Junyang He, Ying-Jung Chen, Alireza Jafari +2
There has been active investigation into deep learning approaches for time series analysis, including foundation models. However, most studies do not address significant scientific…
cs.CV2025
IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
Nibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga +7
We introduce IrrMap, the first large-scale dataset (1.1 million patches) for irrigation method mapping across regions. IrrMap consists of multi-resolution satellite imagery from La…