Robert A. Vandermeulen
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Academic Marathon (5) ๐ Cross-Pollinator (13)
๐บ๏ธ
Taxonomy Completionist
(11)
Conferences
ICLR (4)
ICML (2)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
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