Lukas Klein
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(14)
🧭
Keyword Pioneer
Conferences
NIPS (2)
ICLR (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
feature attribution
(2)
evaluation benchmark
(2)
explainable ai
(2)
causal inference
(2)
semi-supervised learning
(1)
self-supervised learning
(1)
medical imaging
(1)
evaluation methodology
(1)
model interpretability
(1)
saliency mapping
(1)
saliency map
(1)
disentangled representation
(1)
model ranking
(1)
conditional average treatment effect
(1)
metric evaluation
(1)
predictive biomarker
(1)
imaging biomarker
(1)
clinical diagnostics
(1)
attribution mapping
(1)
query method
(1)
Papers
Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis
WACV 2025
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
NIPS 2024
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
NIPS 2023
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
ICLR 2023
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings
MIDL 2022