Salient Imagenet

Class: 667 (Graduation Cap), Feature: 1125

This feature is spurious for class Graduation Cap. It is the most important feature for class Graduation Cap.

Below, we display the five Graduation Cap 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	5	Most of the images are mainly focused on other objects like shirts, etc
Separate Object	4	Focus is on tie on a collar
Separate Object	4	The focus is on tie which is not a part of mortarboard
Separate Object	4	The focus is on the upper chest part of the person wearing the mortarboard, not on the mortarboard.
Separate Object	4	Focus is on neck/tie

spurious

Related Class-Feature Pairs

Important Features for Graduation Cap

There are 3 features annotated as core and 2 features annotated as spurious for Graduation Cap. Core features include 200, 609, 755. Spurious features include 580, 1125.

Classes where Feature 1125 is among Most Important (i.e. top-5)

Feature 1125 is core for the following classes: Academic Gown.
Feature 1125 is spurious for the following classes: Graduation Cap, Suit, Bridegroom.