BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks.
Uddeshya UpadhyayShyamgopal KarthikYanbei ChenMassimiliano ManciniZeynep AkataPublished in: ECCV (12) (2022)
Keyphrases
- neural network
- decision theory
- dempster shafer
- bayesian networks
- neural nets
- back propagation
- pattern recognition
- genetic algorithm
- artificial neural networks
- multilayer perceptron
- expected utility
- decision making
- fuzzy logic
- multi view
- maximum likelihood
- neural network model
- network architecture
- bayesian learning
- stereo camera
- incomplete information
- posterior probability
- computer vision
- fuzzy systems
- bayesian methods
- data sets
- data driven
- reinforcement learning
- artificial intelligence
- identity management
- bayesian analysis
- bayesian decision