Robert A. Vandermeulen

8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (11)

Conferences

ICLR (4) ICML (2) IJCAI (1) NIPS (1)

Top co-authors

Marius Kloft (3) Lukas Ruff (3) Klaus Robert Muller (2) Wai Ming Tai (2) Bryon Aragam (2) Lukas Muttenthaler (2) Robert A Vandermeulen (1) Emmanuel Müller (1) Lucas Deecke (1) Jonas Dippel (1)

Research topics

Probability (1)

Keywords

transfer learning (1) density estimation (1) sample complexity (1) curse of dimensionality (1) visual concept (1) markov random field (1) graphical model (1) convolutional neural network (1) inductive bia (1) structured density estimation (1) markov condition (1) graph resilience (1) concept group (1) cnn filter (1) sparse weighting (1) semantic anomaly (1) representation transfer (1) concept group learning (1) filter visualization (1)

Papers

Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025

Breaking the curse of dimensionality in structured density estimation NIPS 2024

Set Learning for Accurate and Calibrated Models ICLR 2024

Human alignment of neural network representations ICLR 2023

Learning Interpretable Concept Groups in CNNs IJCAI 2021

Transfer-Based Semantic Anomaly Detection ICML 2021

Explainable Deep One-Class Classification ICLR 2021

Deep Semi-Supervised Anomaly Detection ICLR 2020