Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data.
Yen-Chang HsuYilin ShenHongxia JinZsolt KiraPublished in: CoRR (2020)
Keyphrases
- data distribution
- image data
- prior knowledge
- data sets
- spatial distribution
- probability distribution
- data analysis
- high resolution
- data collection
- input data
- image analysis
- bayesian framework
- uniformly distributed
- satellite images
- learning tasks
- multiscale
- gaussian distribution
- probability density function
- database
- image classification
- edge detection
- data sources
- active learning
- image retrieval
- high quality
- image features
- learning algorithm
- prior information
- image segmentation
- pixel values
- data structure
- reinforcement learning
- feature distributions