Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning.
Weijian HuangCheng LiHao YangJiarun LiuShanshan WangPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning phase
- learned models
- mathematical model
- theoretical analysis
- cost function
- objective function
- prior knowledge
- recognition algorithm
- learning scheme
- probabilistic model
- classification algorithm
- algorithm employs
- input data
- learning mechanism
- em algorithm
- continuous domains
- kalman filter
- computational complexity
- detection algorithm
- k means
- inference process
- simulated annealing
- multiple kernel
- dynamic programming
- bayesian framework
- estimation algorithm
- qualitative models
- automatically learned
- tree structure
- energy function
- expectation maximization
- worst case
- np hard
- learning process
- optimal solution
- learning models
- parameter estimation
- model free
- granular computing
- mobile robot
- artificial neural networks
- pac model
- reinforcement learning
- clustering algorithm