Distinguishing a planetary transit from false positives: a Transformer-based classification for planetary transit signals

Computer Science

• Automatic Classification 33%
• Deep Learning Model 33%
• Deep Learning Technique 33%
• False Positive 100%
• Interpretability 33%
• Learning Approach 33%
• Manual Examination 33%
• Model Prediction 33%
• Self-Attention Mechanism 66%
• Signal Detection 33%

Engineering

• Convolutional Neural Network 75%
• Deep Learning Method 100%
• Interpretability 25%
• Learning Approach 25%
• Learning Technique 25%
• Model Prediction 25%
• Self-Attention Mechanism 50%
• Signal Detection 25%

Physics

• Extrasolar Planet 75%
• Signal Detection 25%