Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution.
Ying WangTim G. J. RudnerAndrew Gordon WilsonPublished in: NeurIPS (2023)
Keyphrases
- multi modal
- auto annotation
- multiple modalities
- video search
- web images
- automatic image annotation
- cross modal
- single modality
- image annotation
- information bottleneck
- multi modality
- image features
- input image
- semantic concepts
- uni modal
- image content
- image collections
- image segmentation
- visual cues
- low level
- high dimensional
- image classification
- information theoretic
- image representation
- image search
- visual data
- visual concepts
- image retrieval
- information retrieval
- relational data
- image analysis
- visual features
- similarity measure
- medical images