The Interplay of Uncertainty Modeling and Deep Active Learning: An Empirical Analysis in Image Classification.
Denis HuseljicMarek HerdeYannick NagelLukas RauchPaulius StrimaitisBernhard SickPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- image classification
- active learning
- feature extraction
- multi class
- handling uncertainty
- relevance feedback
- learning process
- image features
- learning algorithm
- feature space
- visual features
- image representation
- bag of words
- possibility theory
- image processing
- feature vectors
- reinforcement learning
- incomplete information