no code implementations • 15 Feb 2024 • Chris Hamblin, Thomas Fel, Srijani Saha, Talia Konkle, George Alvarez
Most research has primarily centered around attribution methods, which provide explanations in the form of heatmaps, showing where the model directs its attention for a given feature.
1 code implementation • 3 Jun 2022 • Chris Hamblin, Talia Konkle, George Alvarez
Deep convolutional neural networks are a powerful model class for a range of computer vision problems, but it is difficult to interpret the image filtering process they implement, given their sheer size.