90 citations
- Dartmouth CollegeUS2 papers
- Accenture (United States)US1 paper
- Brigham and Women's HospitalUS1 paper
- Carnegie Mellon UniversityUS1 paper
- ConvergenceUS1 paper
- Dalhousie UniversityCA1 paper
- Georgetown UniversityUS1 paper
- Georgetown University Medical CenterUS1 paper
- Harvard UniversityUS1 paper
- Heidelberg UniversityDE1 paper
- Intel (United States)US1 paper
- Johns Hopkins UniversityUS1 paper
12 papers
Extending Environments To Measure Self-Reflection In Reinforcement Learning
Samuel Allen Alexander, Michael Castaneda, Kevin Compher +1
We consider an extended notion of reinforcement learning in which the environment can simulate the agent and base its outputs on the agent's hypothetical behavior. Since good perfo…
Ten Quick Tips for Deep Learning in Biology
Benjamin D. Lee, Anthony Gitter, Casey S. Greene +17
Machine learning is a modern approach to problem-solving and task automation. In particular, machine learning is concerned with the development and applications of algorithms that…
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…
City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times
Adam Van Etten
Automated road network extraction from remote sensing imagery remains a significant challenge despite its importance in a broad array of applications. To this end, we explore road…
Pair correlation functions of the Ising type model with spin 1 within two-particle cluster approximation
O. R. Baran, R. R. Levitskii
The Blume-Emery-Griffiths model on hypercubic lattices within the two-particle cluster approximation is investigated. The expressions for the pair correlation functions in …
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset
Nicholas Weir, David Lindenbaum, Alexei Bastidas +5
Detection and segmentation of objects in overheard imagery is a challenging task. The variable density, random orientation, small size, and instance-to-instance heterogeneity of ob…