Thomas Runkler
9 papers · 2016–2024 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze
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Grand Slam
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Topic Evolution
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Keyword Champion
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Application Areas
(3)
Core Methods
(3)
Applications
(2)
Architectures
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
multi-task learning
(1)
offline reinforcement learning
(1)
domain generalization
(1)
variational inference
(1)
domain adaptation
(1)
ensemble learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
data augmentation
(1)
relation extraction
(1)
topic modeling
(1)
named entity recognition
(1)
fine-grained classification
(1)
model merging
(1)
data-free learning
(1)
gaussian process
(1)
time series
(1)
document classification
(1)
topic coherence
(1)
catastrophic forgetting
(1)
Papers
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
NAACL 2024
User-Interactive Offline Reinforcement Learning
ICLR 2023
Towards Data-Free Domain Generalization
ACML 2022
Neural Topic Modeling with Continual Lifelong Learning
ICML 2020
TopicBERT for Energy Efficient Document Classification
EMNLP 2020
Neural Architectures for Fine-Grained Propaganda Detection in News
EMNLP 2019
Neural Relation Extraction within and across Sentence Boundaries
AAAI 2019
Bayesian Alignments of Warped Multi-Output Gaussian Processes
NeurIPS 2018
Semantic Framework for Industrial Analytics and Diagnostics
IJCAI 2016