Thomas FEL

Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models

Local vs distributed representations: What is the right basis for interpretability?

One Wave to Explain Them All: A Unifying Perspective on Post-hoc Explainability

On the Foundations of Shortcut Learning

Understanding Visual Feature Reliance through the Lens of Complexity

Feature Accentuation: Explaining 'what' features respond to in natural images

Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks