Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification.
Lucas DedieuNicolas NerrienetAdrien NivaggioliClara SimmatMarceau ClavelArnaud GauthierStéphane SockeelRémy PeyretPublished in: CoRR (2024)
Keyphrases
- image classification
- label noise
- active learning
- visual features
- noise tolerant
- training data
- image representation
- noise model
- image features
- feature extraction
- dimensionality reduction
- low dimensional
- multi label
- learning algorithm
- high dimensional data
- sparse representation
- noisy data
- multiple instance learning
- learning environment
- decision trees