Salient Imagenet

Class: 400 (Academic Gown), Feature: 580

This feature is spurious for class Academic Gown. It is the fifth most important feature for class Academic Gown.

Below, we display the five Academic Gown images that most highly activate the feature, along with the Neural Activation Map (heatmap) and Feature Attack for each image. These are the same as the images shown to crowdworkers to annotate this class-feature pair.

We additionally provide the full responses of the five crowdworkers that annotated this pair, as well as links to other related pairs (i.e. same class or same feature).

MTurk Worker Annotations

core

spurious

core

spurious

Main Focus	Confidence	Explanation
Separate Object	4	Focus is on face that are not a part of academic gown or its background
Separate Object	5	Most of the images are mainly focused on other objects like human beings.
Separate Object	5	The focus is on people's heads.
Separate Object	4	Focus is on the face of the persons wearing the academic gown.
Separate Object	4	Focus is on the face that is not a part of the gown.

spurious

Related Class-Feature Pairs

Important Features for Academic Gown

There are 4 features annotated as core and 1 features annotated as spurious for Academic Gown. Core features include 264, 379, 1125, 1281. Spurious features include 580.

Classes where Feature 580 is among Most Important (i.e. top-5)

Feature 580 is spurious for the following classes: Academic Gown, Military Hat (Bearskin Or Shako), Graduation Cap.