UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning.
Heqing ZouMeng ShenChen ChenYuchen HuDeepu RajanEng Siong ChngPublished in: ACL (Findings) (2023)
Keyphrases
- supervised learning
- unsupervised learning
- learning algorithm
- incremental learning
- labeled and unlabeled data
- learning process
- online learning
- pattern recognition
- feature vectors
- multi modal
- image classification
- classification accuracy
- learning tasks
- supervised classification
- active learning
- multi class
- learning systems
- classification method
- multimodal interaction
- multi category
- brain image analysis
- principal component analysis
- machine learning
- preprocessing
- reinforcement learning
- decision trees
- neural network
- knowledge acquisition
- supervised and unsupervised learning
- structured output
- multimedia
- discriminative learning
- learning phase
- rule learning
- training phase
- bayesian methods
- face recognition
- classification scheme
- learning problems
- support vector
- prior knowledge
- machine learning algorithms
- support vector machine svm