Deep Active Learning with Noise Stability.
Xingjian LiPengkun YangTianyang WangXueying ZhanMin XuDejing DouChengzhong XuPublished in: CoRR (2022)
Keyphrases
- active learning
- noise level
- noise reduction
- gaussian noise
- random sampling
- supervised learning
- signal to noise ratio
- noisy data
- learning strategies
- pool based active learning
- selective sampling
- random noise
- labeled data
- semi supervised
- missing data
- learning process
- training set
- additive noise
- noisy environments
- deep learning
- learning algorithm
- unlabeled data
- semi supervised learning
- noise model
- image noise
- learning environment
- neural network