STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers.
Daqian ShaoLukas FesserMarta KwiatkowskaPublished in: CoRR (2024)
Keyphrases
- deep learning
- text recognition
- unsupervised feature learning
- optical character recognition
- unsupervised learning
- viterbi algorithm
- computer vision
- deep architectures
- machine learning
- hidden markov models
- weakly supervised
- mental models
- image processing
- vision system
- object detection
- maximum likelihood
- information retrieval