Sanity Checks for Saliency Maps

Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, Been Kim

Nov-20-2025, 15:14:01 GMT–Neural Information Processing Systems

Through extensive experiments we show that some existing saliency methods are independent both of the model and of the data generating process.

artificial intelligence, explanation, machine learning, (16 more...)

Neural Information Processing Systems

Nov-20-2025, 15:14:01 GMT

Conferences PDF

Country:
- Europe
  - Italy > Marche
    - Ancona Province > Ancona (0.04)
  - Portugal > Lisbon
    - Lisbon (0.04)
  - Sweden > Stockholm
    - Stockholm (0.04)
- North America
  - Canada > Quebec
    - Montreal (0.04)
  - United States
    - California > Alameda County
      - Berkeley (0.04)
    - Massachusetts > Middlesex County
      - Cambridge (0.04)
- Oceania > Australia
  - New South Wales > Sydney (0.04)

Genre:
- Research Report > New Finding (0.47)

Technology:
- Information Technology
  - Artificial Intelligence > Machine Learning
    - Neural Networks > Deep Learning (0.47)
  - Data Science (0.93)

Duplicate Docs Excel Report

Title
Sanity Checks for Saliency Maps
Sanity Checks for Saliency Maps

Similar Docs Excel Report more

Title	Similarity	Source
None found