| 2025 | CVPR | Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget. | Vikash Sehwag, Xianghao Kong, Jingtao Li, Michael Spranger, Lingjuan Lyu |
| 2025 | CVPR | Argus: A Compact and Versatile Foundation Model for Vision. | Weiming Zhuang, Chen Chen, Zhizhong Li, Sina Sajadmanesh, Jingtao Li, Jiabo Huang, Vikash Sehwag, Vivek Sharma, Hirotaka Shinozaki, Felan Carlo Garcia, Yihao Zhan, Naohiro Adachi, Ryoji Eki, Michael Spranger, Peter Stone, Lingjuan Lyu |
| 2025 | GI | A Forensic Analysis Model for Remote-Persistent Messengers using the Example of the Chat Platform Knuddels. | Johanna Breck, Jenny Felser, Lukas Jaeckel, Michael Spranger |
| 2024 | GI | Semi-supervised topic modelling as a tool for hypothesis-driven forensic communication analysis. | Jenny Felser, Michael Spranger |
| 2023 | ICAART | Outracing Champion Gran Turismo Drivers with Deep Reinforcement Learning. | Michael Spranger |
| 2023 | ICDE | T-PAIR: Temporal Node pair Embedding for Automatic Biomedical Hypothesis Generation (Extended abstract). | Uchenna Akujuobi, Michael Spranger, Sucheendra K. Palaniappan, Xiangliang Zhang |
| 2023 | ICLR | MECTA: Memory-Economic Continual Test-Time Model Adaptation. | Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger |
| 2023 | ICLR | MocoSFL: enabling cross-client collaborative self-supervised learning. | Jingtao Li, Lingjuan Lyu, Daisuke Iso, Chaitali Chakrabarti, Michael Spranger |
| 2022 | GI | Recommendation of Query Terms for Colloquial Texts in Forensic Text Analysis. | Jenny Felser, Jian Xi, Christoph Demus, Dirk Labudde, Michael Spranger |
| 2021 | NeSy | Extending Real Logic with Aggregate Functions. | Samy Badreddine, Michael Spranger |
| 2019 | ICRA | Continuous Value Iteration (CVI) Reinforcement Learning and Imaginary Experience Replay (IER) For Learning Multi-Goal, Continuous Action and State Space Controllers. | Andreas Gerken, Michael Spranger |
| 2019 | NeSy | Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks. | Samy Badreddine, Michael Spranger |
| 2018 | IROS | Online Learning of Body Orientation Control on a Humanoid Robot Using Finite Element Goal Babbling. | Pontus Loviken, Nikolas Hemion, Alban Laflaquire, Michael Spranger, Angelo Cangelosi |
| 2016 | IJCAI | Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics, and Construction Grammar for Spatial Language. | Michael Spranger, Jakob Suchan, Mehul Bhatt |
| 2015 | IJCAI | Co-Acquisition of Syntax and Semantics - An Investigation in Spatial Language. | Michael Spranger, Luc Steels |
| 2015 | IROS | Procedural semantics for autonomous robots - a case study in locative spatial language. | Michael Spranger |
| 2014 | PRICAI | Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction. | Michael Spranger, Jakob Suchan, Mehul Bhatt, Manfred Eppe |
| 2010 | ECAI | Acquisition of Grammar in Autonomous Artificial Systems. | Kateryna Gerasymova, Michael Spranger |
| 2010 | ECAI | Open-ended Grounded Semantics. | Michael Spranger, Martin Loetzsch, Simon Pauw |
| 2009 | IJCAI | How Experience of the Body Shapes Language about Space. | Luc Steels, Michael Spranger |
| 2008 | ALIFE | Can Body Language Shape Body Image? | Luc Steels, Michael Spranger |
| 2008 | IROS | Using reference objects to improve vision-based bearing measurements. | Heinrich Mellmann, Matthias Jngel, Michael Spranger |
| 2007 | RoboCup | Improving Vision-Based Distance Measurements Using Reference Objects. | Matthias Jngel, Heinrich Mellmann, Michael Spranger |
| 2006 | ICRA | Further Studies on the Use of Negative Information in Mobile Robot Localization. | Jan Hoffmann, Michael Spranger, Daniel Ghring, Matthias Jngel, Hans-Dieter Burkhard |
| 2005 | IROS | Making use of what you don't see: negative information in Markov localization. | Jan Hoffmann, Michael Spranger, Daniel Ghring, Matthias Jngel |
| 2005 | RoboCup | Exploiting the Unexpected: Negative Evidence Modeling and Proprioceptive Motion Modeling for Improved Markov Localization. | Jan Hoffmann, Michael Spranger, Daniel Ghring, Matthias Jngel |