| 2026 | AAAI | Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation. | Qin Wang, Alessio Quercia, Benjamin Bruns, Abigail Morrison, Hanno Scharr, Kai Krajsek |
| 2026 | WACV | 1LoRa: Summation Compression for Very Low-Rank Adaptation. | Alessio Quercia, Zhuo Cao, Arya Bangun, Richard D. Paul, Abigail Morrison, Ira Assent, Hanno Scharr |
| 2025 | ICANN | Complexity and Criticality in Neuro-Inspired Reservoirs. | Michiel van der Vlag, Alper Yegenoglu, Cristian Jimenez-Romero, Abigail Morrison, Sandra Diaz-Pier |
| 2025 | ICLR | XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification. | Hanning Guo, Farah Abdellatif, Yu Fu, N. Jon Shah, Abigail Morrison, Jrgen Dammers |
| 2025 | WACV | Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks. | Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr |
| 2024 | IDA | Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection. | Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil |
| 2023 | ICDM | SGD Biased towards Early Important Samples for Efficient Training. | Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent |
| 2018 | IJCNN | Encoding symbolic sequences with spiking neural reservoirs. | Renato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison |
| 2018 | IJCNN | Transferring State Representations in Hierarchical Spiking Neural Networks. | Barna Zajzon, Renato C. Duarte, Abigail Morrison |
| 2014 | CogSci | Self-Organized Artificial Grammar Learning in Spiking Neural Networks. | Renato Carlos Farinha Duarte, Peggy Seris, Abigail Morrison |
| 2012 | ICANN | Learning from Delayed Reward und Punishment in a Spiking Neural Network Model of Basal Ganglia with Opposing D1/D2 Plasticity. | Jenia Jitsev, Nobi Abraham, Abigail Morrison, Marc Tittgemeyer |
| 2012 | IJCNN | Learning from positive and negative rewards in a spiking neural network model of basal ganglia. | Jenia Jitsev, Abigail Morrison, Marc Tittgemeyer |
| 2007 | EuroPar | Efficient Parallel Simulation of Large-Scale Neuronal Networks on Clusters of Multiprocessor Computers. | Hans E. Plesser, Jochen M. Eppler, Abigail Morrison, Markus Diesmann, Marc-Oliver Gewaltig |