| 2026 | ESANN | Towards Learning a Generalizable 3D Scene Representation from 2D Observations. | Martin Gromniak, Jan-Gerrit Habekost, Sebastian Kamp, Sven Magg, Stefan Wermter |
| 2023 | ICANN | Neural Field Conditioning Strategies for 2D Semantic Segmentation. | Martin Gromniak, Sven Magg, Stefan Wermter |
| 2020 | AAAI | Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks. | Henrique Siqueira, Sven Magg, Stefan Wermter |
| 2020 | ICANN | Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE). | Alexander Sutherland, Suna Bensch, Thomas Hellstrm, Sven Magg, Stefan Wermter |
| 2020 | LREC | EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators. | Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2019 | CVPR | A Neurorobotic Experiment for Crossmodal Conflict Resolution. | German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter |
| 2019 | ICANN | Evaluating Defensive Distillation for Defending Text Processing Neural Networks Against Adversarial Examples. | Marcus Soll, Tobias Hinz, Sven Magg, Stefan Wermter |
| 2019 | ICRA | Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. | Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2019 | IJCNN | Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations. | Alexander Sutherland, Sven Magg, Stefan Wermter |
| 2018 | EMNLP | KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. | Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2018 | ESANN | A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2018 | ICRA | EmoRL: Continuous Acoustic Emotion Classification Using Deep Reinforcement Learning. | Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2018 | Interspeech | Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks. | Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2018 | IROS | On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks. | Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2018 | IROS | A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. | German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter |
| 2018 | IROS | An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter |
| 2018 | LREC | A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks. | Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2017 | ICANN | Dialogue-Based Neural Learning to Estimate the Sentiment of a Next Upcoming Utterance. | Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2017 | IJCNLP | Reusing Neural Speech Representations for Auditory Emotion Recognition. | Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter |
| 2017 | RO-MAN | NICO - Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction. | Matthias Kerzel, Erik Strahl, Sven Magg, Nicols Navarro-Guerrero, Stefan Heinrich, Stefan Wermter |
| 2016 | RO-MAN | Human motion assessment in real time using recurrent self-organization. | German Ignacio Parisi, Sven Magg, Stefan Wermter |
| 2015 | IJCNN | Interactive reinforcement learning through speech guidance in a domestic scenario. | Francisco Cruz, Johannes Twiefel, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2015 | IJCNN | Learning human motion feedback with neural self-organization. | German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter |
| 2014 | ICANN | A Multichannel Convolutional Neural Network for Hand Posture Recognition. | Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2013 | IJCNN | Neural and statistical processing of spatial cues for sound source localisation. | Jorge Dvila-Chacn, Sven Magg, Jindong Liu, Stefan Wermter |
| 2013 | IJCNN | Neural Hopfield-ensemble for multi-class head pose detection. | Nils Meins, Sven Magg, Stefan Wermter |