Do Deep Learning Models Generalize to Overhead Imagery from Novel Geographic Domains? The xGD Benchmark Problem.
Bohao HuangKyle BradburyLeslie M. CollinsJordan M. MalofPublished in: IGARSS (2020)
Keyphrases
- learning models
- machine learning
- semi supervised learning
- real world
- learning algorithm
- learning tasks
- machine learning algorithms
- loss function
- learning paradigms
- classification models
- learning problems
- intermediate concepts
- conditional random fields
- transfer learning
- computer vision
- supervised learning
- active learning
- object recognition
- machine learning models
- em algorithm
- text categorization
- natural language processing
- microarray
- evolutionary algorithm
- natural language
- support vector
- decision trees