conftrace_

Niklas Penzel

3 papers · 2025–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) WACV (1)

Top co-authors

Joachim Denzler (3) Julia Niebling (1) Laines Schmalwasser (1) Jan Blunk (1) Maha Shadaydeh (1) Gideon Stein (1)

Keywords

causal inference (1) explainable ai (1) image editing (1) deep learning (1) medical image classification (1) local explanation (1) semantic property (1) local explainability (1) interventional analysis (1) property gradient (1)

Papers

Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026 CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series ICLR 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks ICML 2025