Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology.
Oren KrausKian Kenyon-DeanSaber SaberianMaryam FallahPeter McLeanJess LeungVasudev SharmaAyla KhanJia BalakrishnanSafiye CelikDominique BeainiMaciej SypetkowskiChi Vicky ChengKristen MorseMaureen MakesBen MabeyBerton EarnshawPublished in: CoRR (2024)
Keyphrases
- denoising
- learning experience
- learning process
- high throughput
- cellular automata
- learning systems
- e learning
- learning environment
- learning resources
- language learning
- learning activities
- learning styles
- collaborative learning
- concept maps
- concept mapping
- social learning
- scientific fields
- highly scalable
- systems biology
- learning materials
- learning strategies
- image analysis
- learning scenarios
- learning community
- computational biology
- neural network
- learning outcomes
- foreign language
- learning processes
- undergraduate students
- online learning
- ubiquitous learning
- phase contrast microscopy