Programmable Photonic Neural Networks for advanced Machine Learning tasks.
Angelina TotovicApostolos TsakyridisGeorge GiamougiannisMiltiadis Moralis-PegiosAnastasios TefasNikos PlerosPublished in: OFC (2023)
Keyphrases
- learning tasks
- neural network
- learning machines
- learning problems
- machine learning
- meta learning
- learning experience
- transfer learning
- learning algorithm
- machine learning algorithms
- function approximators
- function approximation
- multi task
- multitask learning
- pattern recognition
- multi label
- supervised learning
- kernel methods
- multi task learning
- metric learning
- kernel based learning methods
- learning models
- computer vision
- image segmentation
- information retrieval
- labeled and unlabeled data
- data sets
- small number
- high dimensional