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ThomasFEL 

authored 7 papers 8 months ago

Understanding Visual Feature Reliance through the Lens of Complexity

Paper • 2407.06076 • Published Jul 8, 2024 • 5

CRAFT: Concept Recursive Activation FacTorization for Explainability

Paper • 2211.10154 • Published Nov 17, 2022

Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis

Paper • 2202.07728 • Published Feb 15, 2022

A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation

Paper • 2306.07304 • Published Jun 11, 2023

Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization

Paper • 2306.06805 • Published Jun 11, 2023

Harmonizing the object recognition strategies of deep neural networks with humans

Paper • 2211.04533 • Published Nov 8, 2022

Xplique: A Deep Learning Explainability Toolbox

Paper • 2206.04394 • Published Jun 9, 2022