Integrating feature attribution methods into the loss function of deep learning classifiers

• IMVIP 2022 short paper

Other links:

• Copy of [paper](https://jamescallanan.github.io/assets/ShortPaper.pdf
• Project code
• IMVIP 2022 poster

The images used in the poster differ from the images used in the experiment referenced in the short paper and thesis. I decided to do this as I wanted the essence of the heatmap loss function to be communicable from a ~30 second glance.

• Master’s thesis can be found here or here

  The discussion section of the thesis contains more information on applications and future directions of heatmap loss functions. I would recommend skipping thesis pages [12-18] as they were word count fillers!