Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis. - Varun Raj Kompella; Matthew D. Luciw; Marijn F. Stollenga; Leo Pape; Jürgen Schmidhuber (ICDL-EPIROB, 2012)

Continually adding self-invented problems to the repertoire: First experiments with POWERPLAY. - Rupesh Kumar Srivastava; Bas R. Steunebrink; Marijn F. Stollenga; Jürgen Schmidhuber (ICDL-EPIROB, 2012)

The Modular Behavioral Environment for Humanoids and other Robots (MoBeE). - Mikhail Frank; Jürgen Leitner; Marijn F. Stollenga; Simon Harding; Alexander Förster; Jürgen Schmidhuber (ICINCO (2), 2012)

Task-relevant roadmaps: A framework for humanoid motion planning. - Marijn F. Stollenga; Leo Pape; Mikhail Frank; Jürgen Leitner; Alexander Förster; Jürgen Schmidhuber (IROS, 2013)

Curiosity driven reinforcement learning for motion planning on humanoids. - Mikhail Frank; Jürgen Leitner; Marijn F. Stollenga; Alexander Förster; Jürgen Schmidhuber (Frontiers Neurorobotics, 2013)

Explore to see, learn to perceive, get the actions for free: SKILLABILITY. - Varun Raj Kompella; Marijn F. Stollenga; Matthew D. Luciw; Jürgen Schmidhuber (IJCNN, 2014)

Deep Networks with Internal Selective Attention through Feedback Connections. - Marijn F. Stollenga; Jonathan Masci; Faustino J. Gomez; Jürgen Schmidhuber (NIPS, 2014)

Rapid Humanoid Motion Learning through Coordinated, Parallel Evolution. - Marijn F. Stollenga; Jürgen Schmidhuber; Faustino J. Gomez (SAB, 2014)

The Natural Gradient as a control signal for a humanoid robot. - Marijn F. Stollenga; Alan J. Lockett; Jürgen Schmidhuber (Humanoids, 2015)

Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation. - Marijn F. Stollenga; Wonmin Byeon; Marcus Liwicki; Jürgen Schmidhuber (NIPS, 2015)

Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis. - Varun Raj Kompella; Matthew D. Luciw; Marijn F. Stollenga; Jürgen Schmidhuber (Neural Comput., 2016)

Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots. - Varun Raj Kompella; Marijn F. Stollenga; Matthew D. Luciw; Jürgen Schmidhuber (Artif. Intell., 2017)

Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation. - Mert Asim Karaoglu; Nikolas Brasch; Marijn F. Stollenga; Wolfgang Wein; Nassir Navab; Federico Tombari; Alexander Ladikos (MICCAI (4), 2021)

Embracing Hellman: A Simple Proof-of-Space Search consensus algorithm with stable block times using Logarithmic Embargo. - Marijn F. Stollenga (IACR Cryptol. ePrint Arch., 2022)

Robust Vertebra Identification Using Simultaneous Node and Edge Predicting Graph Neural Networks. - Vincent Bürgin; Raphael Prevost; Marijn F. Stollenga (MICCAI (9), 2023)

Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis. - Lukas Buess; Marijn F. Stollenga; David Schinz; Benedikt Wiestler; Jan Kirschke; Andreas K. Maier; Nassir Navab; Matthias Keicher (MIDL, 2024)

HyperSORT: Self-Organising Robust Training with hyper-networks. - Samuel Joutard; Marijn F. Stollenga; Marcos Balle Sánchez; Mohammad Farid Azampour; Raphael Prevost (CoRR, 2025)