VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern Recognition.
John FischerMarko OrescaninEric EckstrandPublished in: CoRR (2024)
Keyphrases
- transfer learning
- pattern recognition
- variational inference
- machine learning
- learning tasks
- bayesian inference
- labeled data
- reinforcement learning
- semi supervised learning
- structure learning
- latent dirichlet allocation
- active learning
- text categorization
- probabilistic model
- text mining
- variational methods
- closed form
- topic models
- image processing
- probabilistic graphical models
- gaussian process
- mixture model
- neural network
- machine learning algorithms
- collaborative filtering
- computer vision
- posterior distribution
- data mining
- exact inference
- multi task learning
- text classification
- multi task
- learning algorithm
- maximum likelihood
- approximate inference
- generative model
- language model
- conditional probabilities
- unsupervised learning
- training set