Knowledge Distillation based Compact Model Learning Method for Object Detection.
Jong-Gook KoWonyoung YooPublished in: ICTC (2020)
Keyphrases
- prior knowledge
- statistical model
- learning scheme
- learning mechanism
- objective function
- prediction model
- mathematical model
- learning systems
- modeling method
- cost function
- probabilistic model
- object detection
- learned models
- test data
- energy function
- theoretical analysis
- neural nets
- knowledge acquisition
- evaluation method
- similarity measure
- neural network
- optimization method
- learning algorithm
- parameter estimation
- unsupervised learning
- em algorithm
- input data
- background knowledge
- boosted decision trees
- structural learning
- computer vision
- past experience
- statistical information
- domain knowledge
- learning models
- active learning
- linear model
- learning process
- bayesian methods
- object detectors
- object recognition
- image sequences
- markov random field
- learning tasks
- classification method
- detection method