The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks.
Maxim BermanAmal Rannen TrikiMatthew B. BlaschkoPublished in: CVPR (2018)
Keyphrases
- neural network
- activation function
- optimization algorithm
- pattern recognition
- artificial neural networks
- global optimization
- optimization problems
- similarity measure
- neural network model
- combinatorial optimization
- distance measure
- constrained optimization
- optimization method
- genetic algorithm
- optimization process
- fuzzy logic
- np hard
- training process
- computationally tractable
- fuzzy systems
- optimization methods
- genetic algorithm ga
- fault diagnosis
- back propagation
- np complete
- evolutionary algorithm