Prequential Model Selection for Time Series Forecasting based on Saliency MapsSHIVANI TOMARSeshu Tirupathiet al.2022Big Data 2022
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?Michal MuszynskiTobias Hölzeret al.2022Big Data 2022
Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithmJorge Luis Guevara DiazMaria Julia De Castro Villafranca Garciaet al.2022AGU Fall 2022
A Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop ManagementFearghal O'DonnchaMalvern Madondoet al.2022AGU Fall 2022
Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological ModelsRaya HoreshMuneeza Azmatet al.2022AGU Fall 2022
Improving sub-seasonal to seasonal forecast using a time-series transformerDaniel Salles CivitareseMohamed Akram Zaytaret al.2022AGU Fall 2022
Towards Accelerated Discovery Services for Geospatio-temporal Foundation ModelsMichiaki TatsuboriTakao Moriyamaet al.2022AGU Fall 2022
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of the Final ModelNathalie Baracaldo AngelKevin Eykholtet al.2022NeurIPS 2022
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and SymptomsAlberto PurpuraFrancesca Boninet al.2022EMNLP 2022
Unsupervised Term Extraction for Highly Technical DomainsFrancesco FuscoPeter Staaret al.2022EMNLP 2022