Publications

Miro Miranda Lorenz; Ashutosh Dinesh; Duway Nicolas Lesmes Leon; Francisco Mena; Marcela Charfuelan Oliva; Andreas Dengel (Hrsg.)

RegDiff: Regression Diffusion for Earth Observation

IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2025), August 3-8, Brisbane, Australia, IEEE, 8/2025.

Miro Miranda Lorenz; Francisco Mena; Marcela Charfuelan Oliva; Andreas Dengel (Hrsg.)

Informed Learning for efficient Crop Yield Prediction

IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2025), August 3-8, Brisbane, Australia, IEEE, 2025.

Abhoy Kole; Rolf Drechsler

Performance Gains in Quantum SAT Solvers Using ESOP Encoding

In: Proceedings of the Workshop on Formal Methods in Quantum Computing (FMQC 2025). Workshop on Formal Methods in Quantum Computing (FMQC-2025), located at CONFEST 2025, August 25, Aarhus, Denmark, 2025.

Michael Lorenz; Bertram Taetz; Gabriele Bleser-Taetz; Didier Stricker

MinJointTracker: Real-time inertial kinematic chain tracking with joint position estimation and minimal state size

In: SPA 2025 - Signal Processing - Algorithms, Architectures, Arrangements, and Applications - Conference Proceedings. Signal Processing - Algorithms, Architectures, Arrangements, and Applications (SPA-2025), 28th, September 17-19, Poznan, Poland, IEEE Explore, 2025.

Enrico Kochon; Daniel Stattkus; Simon Binz; Marian Eleks; Nils Lauinger; Philipp Fukas; Ann-Kristin Claudia Müller; Julia Knopf; Oliver Thomas

I don't know who you are, but I know what you need: Guidelines for Federated Learning in Educational Recommender Systems

In: Wirtschaftsinformatik 2024 Proceedings. Internationale Tagung Wirtschaftsinformatik (WI-2024), September 16-19, Würzburg, Germany, Association for Information Systems, 2024.

Babu Ajish

Control of robots with hybrid locomotion capabilities

PhD-Thesis, DFKI, 8/2025.

Saeideh Nabipour; Kamalika Datta; Abhoy Kole; Saeideh Shirinzadeh; Rolf Drechsler

Fast and Scalable MAGIC-Based Wallace Tree Multiplier for In-Memory Computing

In: Proceedings of the 2025 IEEE Cross-disciplinary Conference on Memory-Centric Computing (CCMCC). IEEE Cross-disciplinary Conference on Memory-Centric Computing (CCMCC-2025), October 8-10, Dresden, Germany, IEEE, 2025.

Navdeep Kaur; Gautam Kunapuli; Saket Joshi; Kristian Kersting; Sriraam Natarajan

Neural Networks for Relational Data

In: Dimitar Kazakov; Can Erten (Hrsg.). Inductive Logic Programming - 29th International Conference, Proceedings. International Conference on Inductive Logic Programming (ILP-2019), September 3-5, Plovdiv, Bulgaria, Pages 62-71, Lecture Notes in Computer Science (LNAI), Vol. 11770, Springer, 2019.

Karl Stelzner; Robert Peharz; Kristian Kersting

Faster Attend-Infer-Repeat with Tractable Probabilistic Models

In: Kamalika Chaudhuri; Ruslan Salakhutdinov (Hrsg.). Proceedings of the 36th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2019), June 9-15, Long Beach, California, USA, Pages 5966-5975, Proceedings of Machine Learning Research, Vol. 97, PMLR, 2019.

Lukas Weber; Lukas Sommer; Julian Oppermann; Alejandro Molina; Kristian Kersting; Andreas Koch

Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs

In: International Conference on Field-Programmable Technology. International Conference on Field Programmable Technology (FPT-2019), December 9-13, Tianjin, China, Pages 251-254, IEEE, 2019.