Stefan Scherer
10 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(52)
π
Trend Setter
π
Renaissance Researcher
(7)
π
Century Club Β· Bronze
β
The Questioner
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Computer Vision
(1)
Keywords
depression detection
(2)
motivational interviewing
(2)
natural language processing
(2)
affective computing
(2)
sentiment analysis
(1)
acoustic feature extraction
(1)
risk management
(1)
multimodal learning
(1)
domain adaptation
(1)
sentiment classification
(1)
automatic speech recognition
(1)
mental health detection
(1)
text generation
(1)
long short-term memory
(1)
selective prediction
(1)
visual question answering
(1)
acquisition function
(1)
recurrent neural network
(1)
language model
(1)
transfer learning
(1)
Papers
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need
ICML 2024
Improving Selective Visual Question Answering by Learning From Your Peers
CVPR 2023
Analysis of Behavior Classification in Motivational Interviewing
NAACL 2021
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection
NAACL 2018
Modeling Temporality of Human Intentions by Domain Adaptation
EMNLP 2018
Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML)
ACL 2018
What type of happiness are you looking for? - A closer look at detecting mental health from language
NAACL 2018
Affect-LM: A Neural Language Model for Customizable Affective Text Generation
ACL 2017
OpenMM: An Open-Source Multimodal Feature Extraction Tool
Interspeech 2017
Representation Learning for Speech Emotion Recognition
Interspeech 2016