Salient Imagenet

Class: 13 (Junco), Feature: 1541

This feature is spurious for class Junco. It is the most important feature for class Junco.

Below, we display the five Junco 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 branches of tree.
Separate Object	4	Red heat map in all photos focus on branches, not the juncos. amplified visual attributes, while it does contain a bird, is predominantly full of branches.
Separate Object	4	The main object is junco bird but focus is on other object like branch.
Separate Object	3	Focus is on the branch of the tree
Background	4	Focus is on the branches on which the junco is resting.

spurious

Related Class-Feature Pairs

Important Features for Junco

There are 3 features annotated as core and 2 features annotated as spurious for Junco. Core features include 422, 660, 1780. Spurious features include 371, 1541.

Classes where Feature 1541 is among Most Important (i.e. top-5)

Feature 1541 is spurious for the following classes: Junco, Bulbul, Guenon, Marmoset, Howler Monkey, Titi Monkey, Ring-Tailed Lemur, Red Panda.