Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks.
Yun WangJuncheng LiFlorian MetzePublished in: CoRR (2018)
Keyphrases
- learning tasks
- multiple instance learning
- weakly supervised learning
- weakly supervised
- supervised learning
- semi supervised
- learning problems
- multi task
- learning algorithm
- semi supervised learning
- transfer learning
- multi class
- machine learning
- metric learning
- learning experience
- object class
- topic models
- unsupervised learning
- active learning
- image annotation
- multi label
- machine learning algorithms
- relation extraction
- kernel methods
- object detection
- class labels
- training samples
- superpixels
- labeled data
- object recognition
- text categorization
- pairwise
- image classification