Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery.
Nathaniel TraskCarianne MartinezKookjin LeeBrad BoycePublished in: CoRR (2022)
Keyphrases
- high throughput
- scientific discovery
- multimodal data
- artificial intelligence
- microarray
- multimedia databases
- similarity search
- cross modal
- unsupervised learning
- knowledge discovery
- supervised learning
- semi supervised
- data acquisition
- kernel trick
- database
- multi modal
- dimensionality reduction methods
- mass spectrometry
- multiple modalities
- monitoring system
- image segmentation
- discriminant analysis
- high speed
- dimensionality reduction
- computer vision
- machine learning