Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective.
Pengfei WeiLingdong KongXinghua QuYi RenZhiqiang XuJing JiangXiang YinPublished in: NeurIPS (2023)
Keyphrases
- action recognition
- domain adaptation
- human actions
- action classification
- semi supervised
- video dataset
- action detection
- recognizing human actions
- recognition of human actions
- human activities
- space time interest points
- cross domain
- labeled data
- bag of words
- computer vision
- activity recognition
- multiple sources
- target domain
- semi supervised learning
- video sequences
- transfer learning
- supervised learning
- video data
- test data
- unlabeled data
- motion history images
- viewpoint
- training data
- pairwise
- sentiment classification
- document classification
- space time
- probabilistic model
- active learning
- spatio temporal
- d objects
- video frames
- training set
- multi view