Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency.
Ziqiang ShiChaoliang ZhongYasuto YokotaWensheng XiaJun SunPublished in: ICMLA (2019)
Keyphrases
- learning models
- machine learning
- loss function
- semi supervised learning
- learning algorithm
- learning paradigms
- conditional random fields
- machine learning algorithms
- learning tasks
- classification models
- object recognition
- learning problems
- decision trees
- image classification
- data sets
- high dimensional
- image segmentation
- sparse metric learning