Hybrid Quantum Vision Transformers for Event Classification in High Energy Physics.
Eyup B. UnluMarçal Comajoan CaraGopal Ramesh DahaleZhongtian DongRoy T. ForestanoSergei GleyzerDaniel JusticeKyoungchul KongTom MagorschKonstantin T. MatchevKatia MatchevaPublished in: Axioms (2024)
Keyphrases
- high energy physics
- classification accuracy
- computer vision
- decision trees
- pattern recognition
- classification method
- feature selection
- support vector
- image classification
- feature vectors
- support vector machine
- machine learning
- classification scheme
- training data
- automatic classification
- event detection
- classification rules
- classification algorithm
- feature space
- database
- supervised learning
- classification systems
- classification models
- pattern classification
- machine learning methods
- class labels
- benchmark datasets
- machine learning algorithms
- unsupervised learning
- data collection
- text classification
- vision system
- training set