To Smooth or Not? When Label Smoothing Meets Noisy Labels.
Jiaheng WeiHangyu LiuTongliang LiuGang NiuMasashi SugiyamaYang LiuPublished in: ICML (2022)
Keyphrases
- label noise
- multi label
- label space
- image labeling
- active learning
- class labels
- multi label classification
- label propagation
- removing noise
- labeling process
- labeling problems
- multi instance learning
- label assignment
- multiple labels
- text categorization
- multi label learning
- training data
- homogeneous areas
- labeling effort
- graph cuts
- semantic labels
- multilabel classification
- noise removal
- labeled images
- noise free
- noisy environments
- region level
- missing data
- markov random field
- probabilistic model
- bayesian networks
- piecewise smooth