Salient Imagenet

Class: 20 (American Dipper), Feature: 535

This feature is spurious for class American Dipper. It is the fourth most important feature for class American Dipper.

Below, we display the five American Dipper 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
Main Object	5	The focus is on the dipper's back and nape.
Background	5	The red is on the water behind the dipper.
Background	5	Water in the background of bird
Background	5	The main object is an water ouzel, dipper, a bird. the focus of the red region on the highlighted visual attributes is on the background of these images, showing something that's not relevant for the visual attributes since the main object is an water ouzel, dipper, a bird. because of that, i choose to focus is on the background of the main object.
Background	4	Focus is on the water around the dipper.

spurious

Related Class-Feature Pairs

Important Features for American Dipper

There are 3 features annotated as core and 2 features annotated as spurious for American Dipper. Core features include 44, 422, 1500. Spurious features include 535, 820.

Classes where Feature 535 is among Most Important (i.e. top-5)

Feature 535 is core for the following classes: American Bullfrog, Hippopotamus.
Feature 535 is spurious for the following classes: American Dipper.