Sven Magg

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 63

Top Topics

Convolutional Neural Network

Motion Recognition

Conflict Resolution

Top Venues

Publications

Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
Causal State Distillation for Explainable Reinforcement Learning. CLeaR (2024)
Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
Causal State Distillation for Explainable Reinforcement Learning. CoRR (2024)
Martin Gromniak, Sven Magg, Stefan Wermter
Neural Field Conditioning Strategies for 2D Semantic Segmentation. CoRR (2023)
Wenhao Lu, Xufeng Zhao, Sven Magg, Martin Gromniak, Mengdi Li, Stefan Wermter
A Closer Look at Reward Decomposition for High-Level Robotic Explanations. ICDL (2023)
Finn Rietz, Sven Magg, Fredrik Heintz, Todor Stoyanov, Stefan Wermter, Johannes A. Stork
Hierarchical goals contextualize local reward decomposition explanations. Neural Comput. Appl. 35 (23) (2023)
Wenhao Lu, Sven Magg, Xufeng Zhao, Martin Gromniak, Stefan Wermter
A Closer Look at Reward Decomposition for High-Level Robotic Explanations. CoRR (2023)
Tayfun Alpay, Sven Magg, Philipp Broze, Daniel Speck
Multimodal video retrieval with CLIP: a user study. Inf. Retr. J. 26 (1) (2023)
Alexander Sutherland, Suna Bensch, Thomas Hellström, Sven Magg, Stefan Wermter
Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE). CoRR (2021)
Alexander Sutherland, Sven Magg, Stefan Wermter
Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations. CoRR (2021)
Alexander Sutherland, Sven Magg, Cornelius Weber, Stefan Wermter
Analyzing the Influence of Dataset Composition for Emotion Recognition. CoRR (2021)
Antonio Andriella, Henrique Siqueira, Di Fu, Sven Magg, Pablo V. A. Barros, Stefan Wermter, Carme Torras, Guillem Alenyà
Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits. Int. J. Soc. Robotics 13 (8) (2021)
Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. CoRR (2021)
Henrique Siqueira, Alexander Sutherland, Pablo V. A. Barros, Matthias Kerzel, Sven Magg, Stefan Wermter
Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. CoRR (2021)
Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. CoRR (2021)
Henrique Siqueira, Sven Magg, Stefan Wermter
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks. CoRR (2020)
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators. LREC (2020)
Alexander Sutherland, Suna Bensch, Thomas Hellström, Sven Magg, Stefan Wermter
Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE). ICANN (1) (2020)
Henrique Siqueira, Sven Magg, Stefan Wermter
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks. AAAI (2020)
Alexander Sutherland, Sven Magg, Stefan Wermter
Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations. IJCNN (2019)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. ICRA (2019)
Manfred Eppe, Sven Magg, Stefan Wermter
Curriculum goal masking for continuous deep reinforcement learning. ICDL-EPIROB (2019)
Marcus Soll, Tobias Hinz, Sven Magg, Stefan Wermter
Evaluating Defensive Distillation for Defending Text Processing Neural Networks Against Adversarial Examples. ICANN (3) (2019)
Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. CoRR (2019)
German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
A Neurorobotic Experiment for Crossmodal Conflict Resolution. CVPR Workshops (2019)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. CoRR (2019)
Sayantan Auddy, Sven Magg, Stefan Wermter
Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks. CoRR (2019)
Sayantan Auddy, Sven Magg, Stefan Wermter
Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks. ICDL-EPIROB (2019)
Marcus Soll, Tobias Hinz, Sven Magg, Stefan Wermter
Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples. CoRR (2019)
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
Enriching Existing Conversational Emotion Datasets with Dialogue Acts using Neural Annotators. CoRR (2019)
Francisco Cruz, Sven Magg, Yukie Nagai, Stefan Wermter
Improving interactive reinforcement learning: What makes a good teacher? CoRR (2019)
Mohammad-Ali Zamani, Sven Magg, Cornelius Weber, Stefan Wermter, Di Fu
Deep reinforcement learning using compositional representations for performing instructions. Paladyn J. Behav. Robotics 9 (1) (2018)
Francisco Cruz, Sven Magg, Yukie Nagai, Stefan Wermter
Improving interactive reinforcement learning: What makes a good teacher? Connect. Sci. 30 (3) (2018)
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs. CoRR (2018)
Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. ESANN (2018)
Tobias Hinz, Nicolás Navarro-Guerrero, Sven Magg, Stefan Wermter
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks. Int. J. Comput. Intell. Appl. 17 (2) (2018)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
EmoRL: Continuous Acoustic Emotion Classification Using Deep Reinforcement Learning. ICRA (2018)
Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter
Reusing Neural Speech Representations for Auditory Emotion Recognition. CoRR (2018)
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks. INTERSPEECH (2018)
Tobias Hinz, Nicolás Navarro-Guerrero, Sven Magg, Stefan Wermter
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks. CoRR (2018)
German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. CoRR (2018)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks. IROS (2018)
Henrique Siqueira, Alexander Sutherland, Pablo V. A. Barros, Matthias Kerzel, Sven Magg, Stefan Wermter
Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. Humanoids (2018)
Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. IROS (2018)
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks. CoRR (2018)
Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. EMNLP (Demonstration) (2018)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning. CoRR (2018)
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks. CoRR (2018)
Manfred Eppe, Sven Magg, Stefan Wermter
Curriculum goal masking for continuous deep reinforcement learning. CoRR (2018)
Di Fu, Pablo V. A. Barros, German Ignacio Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. CoRR (2018)
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks. LREC (2018)
German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. IROS (2018)
Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks. CoRR (2018)
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
Dialogue-Based Neural Learning to Estimate the Sentiment of a Next Upcoming Utterance. ICANN (2) (2017)
Francisco Cruz, Peter Wuppen, Sven Magg, Alvin Fazrie, Stefan Wermter
Agent-advising approaches in an interactive reinforcement learning scenario. ICDL-EPIROB (2017)
Matthias Kerzel, Erik Strahl, Sven Magg, Nicolás Navarro-Guerrero, Stefan Heinrich, Stefan Wermter
NICO - Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction. RO-MAN (2017)
Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter
Reusing Neural Speech Representations for Auditory Emotion Recognition. IJCNLP(1) (2017)
Francisco Cruz, Sven Magg, Cornelius Weber, Stefan Wermter
Training Agents With Interactive Reinforcement Learning and Contextual Affordances. IEEE Trans. Cogn. Dev. Syst. 8 (4) (2016)
Sebastian Starke, Norman Hendrich, Sven Magg, Jianwei Zhang
An efficient hybridization of Genetic Algorithms and Particle Swarm Optimization for inverse kinematics. ROBIO (2016)
Vidwath Raj, Sven Magg, Stefan Wermter
Towards Effective Classification of Imbalanced Data with Convolutional Neural Networks. ANNPR (2016)
German Ignacio Parisi, Sven Magg, Stefan Wermter
Human motion assessment in real time using recurrent self-organization. RO-MAN (2016)
Johannes Bauer, Sven Magg, Stefan Wermter
Attention modeled as information in learning multisensory integration. Neural Networks 65 (2015)
German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter
Learning human motion feedback with neural self-organization. IJCNN (2015)
Francisco Cruz, Johannes Twiefel, Sven Magg, Cornelius Weber, Stefan Wermter
Interactive reinforcement learning through speech guidance in a domestic scenario. IJCNN (2015)
Francisco Cruz, Sven Magg, Cornelius Weber, Stefan Wermter
Improving reinforcement learning with interactive feedback and affordances. ICDL-EPIROB (2014)
Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
A Multichannel Convolutional Neural Network for Hand Posture Recognition. ICANN (2014)
Jorge Dávila-Chacón, Sven Magg, Jindong Liu, Stefan Wermter
Neural and statistical processing of spatial cues for sound source localisation. IJCNN (2013)
Nils Meins, Sven Magg, Stefan Wermter
Neural Hopfield-ensemble for multi-class head pose detection. IJCNN (2013)
Sven Magg, Rene te Boekhorst
Pattern Formation in Homogeneous and Heterogeneous Swarms: Differences Between Versatile and Specialized Agents. ALIFE (2007)
Sven Magg, Andrew Philippides
GasNets and CTRNNs - A Comparison in Terms of Evolvability. SAB (2006)