Tim G. J. Rudner

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 112 citations · Full text

Rapid Segmentation, Convolutional Neural Network, Engineering +19

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

Angelos Filos, Sebastian Farquhar, Aidan N. Gomez et al. · arXiv (Cornell University) · 2019 · 73 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

The StarCraft Multi-Agent Challenge

Mikayel Samvelyan, Tabish Rashid, Christian Schroeder de Witt et al. · 2019 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Plex: Towards Reliability using Pretrained Large Model Extensions

Dustin Tran, Jeremiah Liu, Michael W. Dusenberry et al. · arXiv (Cornell University) · 2022 · 38 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +24

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado, Neil Band, Mark Collier et al. · arXiv (Cornell University) · 2021 · 31 citations · Full text