Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing.
Louisa FayErick CobosBin YangSergios GatidisThomas KüstnerPublished in: IEEE Access (2023)
Keyphrases
- deep learning
- mutual information
- image processing
- unsupervised learning
- learning process
- learning algorithm
- image registration
- weakly supervised
- unsupervised feature learning
- active learning
- viewpoint
- feature extraction
- decision making
- feature space
- reinforcement learning
- decision trees
- online learning
- computer vision
- machine learning
- deep belief networks
- deep architectures
- data sets