Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation.
Younghyun ParkWonjeong ChoiSoyeong KimDong-Jun HanJaekyun MoonPublished in: ICLR (2023)
Keyphrases
- deep learning
- active learning
- object detection
- unsupervised learning
- restricted boltzmann machine
- machine learning
- weakly supervised
- belief functions
- object class
- deep belief networks
- semi supervised
- supervised learning
- unsupervised feature learning
- mental models
- learning strategies
- object categories
- deep architectures
- multi class
- object recognition
- computer vision
- training examples
- decision trees
- learning algorithm
- data sets
- multiscale
- feature space