fusilli.fusionmodels.tabularimagefusion

Fusion models for tabular-image fusion.

Modules

fusilli.fusionmodels.tabularimagefusion.channelwise_att	Image-channel-wise attention fusion model.
fusilli.fusionmodels.tabularimagefusion.concat_img_latent_tab_doubleloss	Concat image latent space with tabular data, trained altogether with a custom loss function: MSE + BCE.
fusilli.fusionmodels.tabularimagefusion.concat_img_latent_tab_doubletrain	Concatenating the latent img space and tabular data.
fusilli.fusionmodels.tabularimagefusion.concat_img_maps_tabular_data	Concatenating the input data of the first tabular modality and the feature maps of the image modality.
fusilli.fusionmodels.tabularimagefusion.concat_img_maps_tabular_maps	Concatenating the feature maps of the first tabular modality and the feature maps of the image modality.
fusilli.fusionmodels.tabularimagefusion.crossmodal_att	Crossmodal multi-head attention model.
fusilli.fusionmodels.tabularimagefusion.decision	Model that fuses the first tabular data and the image data using a decision fusion approach.
fusilli.fusionmodels.tabularimagefusion.denoise_tab_img_maps	Denoising autoencoder for tabular data concatenated with image feature maps