Stefan Harmeling
13 papers · 2003–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (5) 🧭 Keyword Pioneer 🏃 Academic Marathon (22) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (7)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(22)
📈
Trend Setter
🚀
Conference Pioneer
💎
Century Club
(13)
🗃️
Keyword Collector
(54)
Conferences
ICLR (3)
JMLR (3)
CVPR (2)
AISTATS (1)
COLING (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
blind source separation
(1)
transfer learning
(1)
image restoration
(1)
blind deconvolution
(1)
text classification
(1)
image reconstruction
(1)
motion blur
(1)
conditional generation
(1)
feature importance
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
human-computer interaction
(1)
image deconvolution
(1)
hessian approximation
(1)
camera shake
(1)
space-variant blur
(1)
image deblurring
(1)
motion blur removal
(1)
camera shake removal
(1)
non-convex optimization
(1)
Papers
Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation
EMNLP 2025
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
ICLR 2025
Simple, Good, Fast: Self-Supervised World Models Free of Baggage
ICLR 2025
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations
ICML 2024
AQuA – Combining Experts’ and Non-Experts’ Views To Assess Deliberation Quality in Online Discussions Using LLMs
COLING 2024
Learning Conditional Generative Models for Phase Retrieval
JMLR 2023
Transformer-based World Models Are Happy With 100k Interactions
ICLR 2023
Modular Block-diagonal Curvature Approximations for Feedforward Architectures
AISTATS 2020
A Machine Learning Approach for Non-blind Image Deconvolution
CVPR 2013
On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit
CVPR 2013
How to Explain Individual Classification Decisions
JMLR 2010
Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake
NIPS 2010
Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation
JMLR 2003