conftrace_

Leander Weber

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏆 Keyword Champion (2)

Venues

CVPR (1) ICLR (1) JMLR (1)

Top co-authors

Wojciech Samek (3) Sebastian Lapuschkin (3) Grégoire Montavon (1) Franz Motzkus (1) Frederik Pahde (1) Christopher J. Anders (1) Anna Hedström (1) Maximilian Dreyer (1) Klaus-Robert Müller (1) Daniel Krakowczyk (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

neural network (3) explanation evaluation (2) model explanation (1) attribution method (1) attribution map (1) neural network explanation (1) concept activation vector (1) model randomization (1) xai toolkit (1) explainable ai (1) concept direction (1) latent representation (1)

Papers

Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence ICLR 2025 Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond JMLR 2023 Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations CVPR 2023