Sven Magg

Orcid: 0000-0002-0589-6585

According to our database1, Sven Magg authored at least 49 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Causal State Distillation for Explainable Reinforcement Learning.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Hierarchical goals contextualize local reward decomposition explanations.
Neural Comput. Appl., August, 2023

Multimodal video retrieval with CLIP: a user study.
Inf. Retr. J., June, 2023

A Closer Look at Reward Decomposition for High-Level Robotic Explanations.
CoRR, 2023

A Closer Look at Reward Decomposition for High-Level Robotic Explanations.
Proceedings of the IEEE International Conference on Development and Learning, 2023

Neural Field Conditioning Strategies for 2D Semantic Segmentation.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2021
Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits.
Int. J. Soc. Robotics, 2021

Analyzing the Influence of Dataset Composition for Emotion Recognition.
CoRR, 2021

2020
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE).
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enriching Existing Conversational Emotion Datasets with Dialogue Acts using Neural Annotators.
CoRR, 2019

Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations.
Proceedings of the International Joint Conference on Neural Networks, 2019

Incorporating End-to-End Speech Recognition Models for Sentiment Analysis.
Proceedings of the International Conference on Robotics and Automation, 2019

Curriculum goal masking for continuous deep reinforcement learning.
Proceedings of the Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, 2019

Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks.
Proceedings of the Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, 2019

Evaluating Defensive Distillation for Defending Text Processing Neural Networks Against Adversarial Examples.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

A Neurorobotic Experiment for Crossmodal Conflict Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Deep reinforcement learning using compositional representations for performing instructions.
Paladyn J. Behav. Robotics, 2018

Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks.
Int. J. Comput. Intell. Appl., 2018

Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution.
CoRR, 2018

Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs.
CoRR, 2018

Improving interactive reinforcement learning: What makes a good teacher?
Connect. Sci., 2018

A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

EmoRL: Continuous Acoustic Emotion Classification Using Deep Reinforcement Learning.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

2017
NICO - Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction.
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Reusing Neural Speech Representations for Auditory Emotion Recognition.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Agent-advising approaches in an interactive reinforcement learning scenario.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Dialogue-Based Neural Learning to Estimate the Sentiment of a Next Upcoming Utterance.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
Training Agents With Interactive Reinforcement Learning and Contextual Affordances.
IEEE Trans. Cogn. Dev. Syst., 2016

An efficient hybridization of Genetic Algorithms and Particle Swarm Optimization for inverse kinematics.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

Human motion assessment in real time using recurrent self-organization.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Towards Effective Classification of Imbalanced Data with Convolutional Neural Networks.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015
Attention modeled as information in learning multisensory integration.
Neural Networks, 2015

Learning human motion feedback with neural self-organization.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Interactive reinforcement learning through speech guidance in a domestic scenario.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Improving reinforcement learning with interactive feedback and affordances.
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

A Multichannel Convolutional Neural Network for Hand Posture Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013
Neural Hopfield-ensemble for multi-class head pose detection.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Neural and statistical processing of spatial cues for sound source localisation.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2007
Pattern Formation in Homogeneous and Heterogeneous Swarms: Differences Between Versatile and Specialized Agents.
Proceedings of the First IEEE Symposium on Artificial Life, 2007

2006
GasNets and CTRNNs - A Comparison in Terms of Evolvability.
Proceedings of the From Animals to Animats 9, 2006


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