Active Learning for Deep Object Detection via Probabilistic Modeling.
Jiwoong ChoiIsmail EleziHyuk-Jae LeeClément FarabetJose M. AlvarezPublished in: ICCV (2021)
Keyphrases
- probabilistic modeling
- active learning
- object detection
- probabilistic model
- bayesian inference
- log linear
- face detection
- computer vision
- bayesian networks
- multi class
- random sampling
- supervised learning
- machine learning
- object recognition
- semi supervised
- labeled data
- learning algorithm
- semi supervised learning
- learning process
- transfer learning
- unlabeled data
- parameter learning
- hidden markov models