From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models.
Roy UzielOr DinariOren FreifeldPublished in: NeurIPS (2023)
Keyphrases
- mixture model
- streaming data
- data streams
- gaussian mixture model
- concept drift
- sliding window
- training examples
- density estimation
- log linear models
- feature space
- change detection
- generative model
- em algorithm
- feature extraction
- probabilistic model
- mixture modeling
- image features
- maximum likelihood
- model selection
- computer vision
- automatic model selection
- machine learning
- anomaly detection
- unsupervised learning
- multi dimensional
- feature set
- prior knowledge
- object recognition
- learning algorithm