Maurice Kraus

PhD student, CS Department, Technische Universität Darmstadt

Joined

September 2023

Names

Maurice Kraus (Preferred)

Emails

****@cs.tu-darmstadt.de (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

CS Department, Technische Universität Darmstadt (cs.tu-darmstadt.de)

2022 – 2026

Advisors, Relations & Conflicts

Coauthor

Ruben Härle

2025 – Present

PhD Advisor

Kristian Kersting

2022 – Present

Coauthor

Felix Divo

2022 – Present

Postdoc Advisor

Devendra Singh Dhami

2022 – Present

Expertise

LLM

2025 – Present

CLAP

Audio

2024 – Present

Multi-Modal

Time Series

Explainability

Interpretability

Active Learning

2022 – Present

Publications

Finding the Zeitgeist in Time Series Foundation Models
Felix Divo, Maurice Kraus, Ruben Härle, Patrick Ahrend, Kristian Kersting
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
EmoNet-Voice: A Large-Scale Synthetic Benchmark for Fine-Grained Speech Emotion
Robert Kaczmarczyk, Christoph Schuhmann, Gollam Rabby, Maurice Kraus, Felix Friedrich, Huu Nguyen, Kourosh Nadi, Kristian Kersting, Sören Auer
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection
Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer
- CoRR 2025
- Readers: Everyone
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Maurice Kraus, Felix Friedrich, Huu Nguyen, Krishna Kalyan, Kourosh Nadi, Kristian Kersting, Sören Auer
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
Maurice Kraus, Felix Divo, Devendra Singh Dhami, Kristian Kersting
- NeurIPS 2025 poster
- Readers: Everyone
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Krishna Kalyan, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer
- CoRR 2025
- Readers: Everyone
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting
- CoRR 2025
- Readers: Everyone
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
Maurice Kraus, Felix Divo, Devendra Singh Dhami, Kristian Kersting
- Submitted to ICLR 2025
- Readers: Everyone
Right on Time: Revising Time Series Models by Constraining their Explanations
Maurice Kraus, David Steinmann, Antonia Wüst, Andre Kokozinski, Kristian Kersting
- Submitted to ICLR 2025
- Readers: Everyone
Right on Time: Revising Time Series Models by Constraining their Explanations
Maurice Kraus, David Steinmann, Antonia Wüst, Andre Kokozinski, Kristian Kersting
- IAI Workshop @ NeurIPS 2024
- Readers: Everyone

View all 17 publications

Co-Authors

View all 46 co-authors