Publications (8)
The Multi-Temporal Urban Development SpaceNet Dataset
Adam Van Etten, Daniel Hogan, Jesus Martinez-Manso +3
Satellite imagery analytics have numerous human development and disaster response applications, particularly when time series methods are involved. For example, quantifying populat…
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset
Jacob Shermeyer, Daniel Hogan, Jason Brown +8
Within the remote sensing domain, a diverse set of acquisition modalities exist, each with their own unique strengths and weaknesses. Yet, most of the current literature and open d…
Exploring Benchmarks for Self-Driving Labs using Color Matching
Tobias Ginsburg, Kyle Hippe, Ryan Lewis +6
Self Driving Labs (SDLs) that combine automation of experimental procedures with autonomous decision making are gaining popularity as a means of increasing the throughput of scient…
RarePlanes: Synthetic Data Takes Flight
Jacob Shermeyer, Thomas Hossler, Adam Van Etten +3
RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery. The RarePlanes dataset specifically focuses o…
PRISM: Protocol Refinement through Intelligent Simulation Modeling
Brian Hsu, Priyanka V Setty, Rory M Butler +7
Automating experimental protocol design and execution remains as a fundamental bottleneck in realizing self-driving laboratories. We introduce PRISM (Protocol Refinement through In…
Post Guidance for Online Communities
Manoel Horta Ribeiro, Robert West, Ryan Lewis +1
Effective content moderation in online communities is often a delicate balance between maintaining content quality and fostering user participation. In this paper, we introduce pos…