Lukas Muttenthaler
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Core Methods
(3)
Architectures
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Keywords
representation learning
(4)
human similarity judgment
(2)
neural network representation
(2)
semantic segmentation
(1)
transfer learning
(1)
anomaly detection
(1)
variational inference
(1)
human perception
(1)
sparse representation
(1)
model calibration
(1)
question answering
(1)
depth estimation
(1)
class imbalance
(1)
empirical risk minimization
(1)
generalization
(1)
unsupervised evaluation
(1)
foundation model
(1)
downstream task
(1)
uncertainty estimation
(1)
computer vision
(1)
Papers
Objective drives the consistency of representational similarity across datasets
ICML 2025
Set Learning for Accurate and Calibrated Models
ICLR 2024
When does perceptual alignment benefit vision representations?
NeurIPS 2024
Human alignment of neural network representations
ICLR 2023
Improving neural network representations using human similarity judgments
NeurIPS 2023
VICE: Variational Interpretable Concept Embeddings
NeurIPS 2022
Unsupervised Evaluation for Question Answering with Transformers
EMNLP 2020