Publications

Lotfy Abdel Khaliq; Sabine Janzen; Wolfgang Maaß

REAVER: Real-time Earthquake Prediction with Attention-based Sliding-Window Spectrograms

In: International Joint Conference on Artificial Intelligence 2024. International Joint Conference on Artificial Intelligence (IJCAI-2024), 33rd International Joint Conference on Artificial Intelligence, August 3-9, Jeju, Korea, Republic of, International Joint Conference on Artificial Intelligence, 8/2024.

Julen Urain; Ajay Mandlekar; Yilun Du; Nur Muhammad (Mahi) Shafiullah; Danfei Xu; Katerina Fragkiadaki; Georgia Chalvatzaki; Jan Peters

A Survey on Deep Generative Models for Robot Learning From Multimodal Demonstrations

In: IEEE Transactions on Robotics and Automation, Vol. 42, Pages 60-79, ArXiv, 2026.

Ahmed Hendawy; Henrik Metternich; Théo Vincent; Mahdi Kallel; Jan Peters; Carlo D'Eramo

Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Théo Vincent; Yogesh Tripathi; Tim Lukas Faust; Abdullah Akgül; Yaniv Oren; Melih Kandemir; Jan Peters; Carlo D'Eramo

Bridging the performance-gap between target-free and target-based reinforcement learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Yan Liu; Tao Jiang; Rui Li; Lingling Yuan; Marcin Grzegorzek; Chen Li; Xiaoyan Li

A state-of-the-art review of diffusion model applications for microscopic image and micro-alike image analysis

In: Frontiers in Medicine, Vol. Volume 12 - 2025, Pages 1551894-1551894, Frontiers Media SA, 7/2025.

Xinyu Huang; Franziska Schmelter; Annemarie Uhlig; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Artur Piet; Lennart Jablonski; Oliver Witt; Torsten Schröder; Christian Sina; Marcin Grzegorzek

Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study

In: Intelligent Medicine, Vol. 4, No. 4, Pages 226-238, Elsevier, 11/2024.

Tianming Du; Yihao Sun; Xinghao Wang; Tao Jiang; Ning Xu; Zeyd Boukhers; Marcin Grzegorzek; Hongzan Sun; Chen Li

A non-enhanced CT-based deep learning diagnostic system for COVID-19 infection at high risk among lung cancer patients

In: Frontiers in medicine, Vol. 11, Pages 1-1, Frontiers Media SA, 2024.

Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru

Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries

In: IEEE Access (IEEE), Vol. 12, Pages 173714-173733, IEEE, 2024.

Max Bramer; Frederic Theodor Stahl (Hrsg.)

44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17–19, 2024, Proceedings, Part II

SGAI International Conference on Artificial Intelligence (AI-2024), December 17-19, Cambridge, United Kingdom, LNAI, Vol. 15447, Springer Nature Switzerland, Cham, 11/2024.