Unsupervised Multimodal Language Representations using Convolutional Autoencoders.
Panagiotis KoromilasTheodoros GiannakopoulosPublished in: CoRR (2021)
Keyphrases
- deep belief networks
- unsupervised learning
- deep learning
- restricted boltzmann machine
- hierarchical models
- generative model
- probabilistic model
- sparse coding
- machine learning
- specification language
- approximate inference
- language learning
- programming language
- multi modal
- denoising
- semi supervised
- natural language
- dimensionality reduction
- weakly supervised
- semantic representations
- probabilistic graphical models
- conditional random fields
- hierarchical model
- computational linguistics
- data driven
- multimedia
- image processing
- learning algorithm