Martin Mundt
10 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (7)
π
Academic Marathon
(6)
π
Cross-Pollinator
(13)
π
Century Club
(10)
β
The Questioner
Conferences
UAI (3)
ICLR (2)
AISTATS (1)
CVPR (1)
ECCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
uncertainty quantification
(2)
probabilistic circuit
(2)
deep reinforcement learning
(1)
representation learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
semantic segmentation
(1)
image segmentation
(1)
transfer learning
(1)
domain adaptation
(1)
knowledge distillation
(1)
neural architecture search
(1)
synthetic data generation
(1)
distribution shift
(1)
convolutional neural network
(1)
decision boundary
(1)
neural forecasting
(1)
synthetic sample
(1)
noisy sample
(1)
out-of-distribution datum
(1)
Papers
Where is the Truth? The Risk of Getting Confounded in a Continual World
ICML 2025
Scaling Probabilistic Circuits via Data Partitioning
UAI 2025
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation
WACV 2024
Adaptive Rational Activations to Boost Deep Reinforcement Learning
ICLR 2024
Deep Classifier Mimicry without Data Access
AISTATS 2024
Probabilistic circuits that know what they donβt know
UAI 2023
When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics
ECCV 2022
Predictive Whittle networks for time series
UAI 2022
CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability
ICLR 2022
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset
CVPR 2019