A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models.
Qilin ZhouZhengyuan WeiHaipeng WangWing Kwong ChanPublished in: CoRR (2023)
Keyphrases
- learning models
- loss function
- learning tasks
- learning algorithm
- machine learning
- semi supervised learning
- classification models
- learning problems
- learning paradigms
- machine learning algorithms
- conditional random fields
- machine learning models
- supervised learning
- probabilistic model
- decision trees
- image patches
- data sets
- learning process
- image processing
- computer vision
- real world