Lukas Muttenthaler
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(6)
π
Renaissance Researcher
(5)
π
Keyword Champion
(2)
β
The Questioner
Conferences
NIPS (3)
ICLR (2)
EMNLP (1)
ICML (1)
Top co-authors
Research topics
Keywords
human similarity judgment
(2)
representation learning
(2)
few-shot learning
(1)
variational inference
(1)
transfer learning
(1)
anomaly detection
(1)
human perception
(1)
sparse representation
(1)
question answering
(1)
depth estimation
(1)
unsupervised evaluation
(1)
downstream task
(1)
uncertainty estimation
(1)
vision model
(1)
hidden representation
(1)
vision representation
(1)
perceptual alignment
(1)
bayesian method
(1)
perceptual similarity
(1)
concept embedding
(1)
Papers
Objective drives the consistency of representational similarity across datasets
ICML 2025
When does perceptual alignment benefit vision representations?
NIPS 2024
Set Learning for Accurate and Calibrated Models
ICLR 2024
Improving neural network representations using human similarity judgments
NIPS 2023
Human alignment of neural network representations
ICLR 2023
VICE: Variational Interpretable Concept Embeddings
NIPS 2022
Unsupervised Evaluation for Question Answering with Transformers
EMNLP 2020