LS
Lukas Stappen
cs.CLcs.AIcs.LGcs.MMcs.SDeess.AScs.HCcs.CVmachine learningstat.ML
On Valency
published · living versionsW_w33zdzp8·v1 · currentpublished
GRADUS: Discovering and Recovering Agent Lessons from the Environment's Latent Syllabus
with Qing Ping, Wei Yang, Panpan Xu, Johannes Kirmayr +2
1 version
Preprints & journals
23 papers in the corpus · 2019–2026GRADUS: Discovering and Recovering Agent Lessons from the Environment's Latent Syllabus2610.27781v1 · Qing Ping, Wei Yang, Panpan Xu et al.2026 · 0 citationsarXivon Valency
Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications2607.21180v1 · Gregor Endler, Sebastian Kraus, Lukas Stappen2026 · 0 citationsLNCS Volume 16830, 2026
The 2026 ACII Dyadic Conversations (DaiKon) Workshop & Challenge2605.02672v1 · Panagiotis Tzirakis, Alice Baird, Jeffrey Brooks et al.2026 · 0 citationsarXiv
What Are You Doing? Effects of Intermediate Feedback from Agentic LLM In-Car Assistants During Multi-Step Processing2602.15569v2 · Johannes Kirmayr, Raphael Wennmacher, Khanh Huynh et al.2026 · 1 citationarXiv
Agent2Agent Threats in Safety-Critical LLM Assistants: A Human-Centric Taxonomy2602.05877v1 · Lukas Stappen, Ahmet Erkan Turan, Johann Hagerer et al.2026 · 0 citationsarXiv
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty2601.22027v1 · Johannes Kirmayr, Lukas Stappen, Elisabeth Andr'e2026 · 1 citationarXiv
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding2501.09645v1 · Johannes Kirmayr, Lukas Stappen, Phillip Schneider et al.2025 · 0 citationsarXiv
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition2406.07753v1 · Shahin Amiriparian, Lukas Christ, Alexander Kathan et al.2024 · 28 citationsarXiv
Integrating Generative Artificial Intelligence in Intelligent Vehicle Systems2305.17137v1 · Lukas Stappen, Jeremy Dillmann, Serena Striegel et al.2023 · 28 citationsarXiv
A summary of the ComParE COVID-19 challenges.36969956 · Coppock, Harry, Akman, Alican, Bergler, Christian et al.2024 · 16 citationsFrontiers in digital health. 2023;5:1058163
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress2207.05691v2 · Lukas Christ, Shahin Amiriparian, Alice Baird et al.2022 · 48 citationsarXiv
Predicting Sex and Stroke Success -- Computer-aided Player Grunt Analysis in Tennis Matches2202.09102v1 · Lukas Stappen, Manuel Milling, Valentin Munst et al.2022 · 0 citationsarXiv
A Physiologically-Adapted Gold Standard for Arousal during Stress2107.12964v2 · Alice Baird, Lukas Stappen, Lukas Christ et al.2021 · 7 citationsarXiv
MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox2107.11757v2 · Lukas Stappen, Lea Schumann, Benjamin Sertolli et al.2021 · 78 citationsarXiv
GraphTMT: Unsupervised Graph-based Topic Modeling from Video Transcripts2105.01466v4 · Lukas Stappen, Jason Thies, Gerhard Hagerer et al.2021 · 8 citationsarXiv
An Estimation of Online Video User Engagement from Features of Continuous Emotions2105.01633v1 · Lukas Stappen, Alice Baird, Michelle Lienhart et al.2021 · 3 citationsarXiv
The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress2104.07123v2 · Lukas Stappen, Alice Baird, Lukas Christ et al.2021 · 10 citationsarXiv
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates2102.13468v1 · Bjorn W. Schuller, Anton Batliner, Christian Bergler et al.2021 · 117 citationsarXiv
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements2101.06053v2 · Lukas Stappen, Alice Baird, Lea Schumann et al.2021 · 91 citationsarXiv
Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD)2006.08521v2 · Lukas Stappen, Xinchen Du, Vincent Karas et al.2020 · 4 citationsarXiv
MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop2004.14858v3 · Lukas Stappen, Alice Baird, Georgios Rizos et al.2020 · 5 citationsarXiv
Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL2004.13850v1 · Lukas Stappen, Fabian Brunn, Bjorn Schuller2020 · 48 citationsarXiv
On classifying sepsis heterogeneity in the ICU: insight using machine learning.31951005 · Ibrahim, Zina M, Wu, Honghan, Hamoud, Ahmed et al.2021 · 73 citationsJournal of the American Medical Informatics Association : JAMIA. 2020;27(3):437-443
Career total: 70 works. 23 are in this corpus.
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