Sven Magg - RankMe

72 papers A* 3A 4B 10C 3Journal 35Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Learning a Generalizable 3D Scene Representation from 2D Observations. CoRR Martin Gromniak, Jan-Gerrit Habekost, Sebastian Kamp, Sven Magg, Stefan Wermter
2024	—	`conf`	Causal State Distillation for Explainable Reinforcement Learning. CLeaR Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
2024	J	`jnl`	Causal State Distillation for Explainable Reinforcement Learning. CoRR Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
2023	—	`conf`	A Closer Look at Reward Decomposition for High-Level Robotic Explanations. ICDL Wenhao Lu, Xufeng Zhao, Sven Magg, Martin Gromniak, Mengdi Li, Stefan Wermter
2023	J	`jnl`	A Closer Look at Reward Decomposition for High-Level Robotic Explanations. CoRR Wenhao Lu, Sven Magg, Xufeng Zhao, Martin Gromniak, Stefan Wermter
2023	J	`jnl`	Hierarchical goals contextualize local reward decomposition explanations. Neural Comput. Appl. Finn Rietz, Sven Magg, Fredrik Heintz, Todor Stoyanov, Stefan Wermter, Johannes A. Stork
2023	J	`jnl`	Multimodal video retrieval with CLIP: a user study. Inf. Retr. J. Tayfun Alpay, Sven Magg, Philipp Broze, Daniel Speck
2023	—	`conf`	Neural Field Conditioning Strategies for 2D Semantic Segmentation. ICANN (2) Martin Gromniak, Sven Magg, Stefan Wermter
2023	J	`jnl`	Neural Field Conditioning Strategies for 2D Semantic Segmentation. CoRR Martin Gromniak, Sven Magg, Stefan Wermter
2021	J	`jnl`	A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. CoRR Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
2021	J	`jnl`	An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. CoRR Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter
2021	J	`jnl`	Analyzing the Influence of Dataset Composition for Emotion Recognition. CoRR Alexander Sutherland, Sven Magg, Cornelius Weber, Stefan Wermter
2021	J	`jnl`	Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. CoRR Henrique Siqueira, Alexander Sutherland, Pablo V. A. Barros, Matthias Kerzel, Sven Magg, Stefan Wermter
2021	J	`jnl`	Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits. Int. J. Soc. Robotics Antonio Andriella, Henrique Siqueira, Di Fu, Sven Magg, Pablo V. A. Barros, Stefan Wermter, Carme Torras, Guillem Alenyà
2021	J	`jnl`	Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations. CoRR Alexander Sutherland, Sven Magg, Stefan Wermter
2021	J	`jnl`	Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE). CoRR Alexander Sutherland, Suna Bensch, Thomas Hellström, Sven Magg, Stefan Wermter
2020	B	`conf`	EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators. LREC Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
2020	A*	`conf`	Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks. AAAI Henrique Siqueira, Sven Magg, Stefan Wermter
2020	J	`jnl`	Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks. CoRR Henrique Siqueira, Sven Magg, Stefan Wermter
2020	—	`conf`	Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE). ICANN (1) Alexander Sutherland, Suna Bensch, Thomas Hellström, Sven Magg, Stefan Wermter
2019	—	`conf`	A Neurorobotic Experiment for Crossmodal Conflict Resolution. CVPR Workshops German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2019	—	`conf`	Curriculum goal masking for continuous deep reinforcement learning. ICDL-EPIROB Manfred Eppe, Sven Magg, Stefan Wermter
2019	J	`jnl`	Enriching Existing Conversational Emotion Datasets with Dialogue Acts using Neural Annotators. CoRR Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
2019	J	`jnl`	Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples. CoRR Marcus Soll, Tobias Hinz, Sven Magg, Stefan Wermter
2019	—	`conf`	Evaluating Defensive Distillation for Defending Text Processing Neural Networks Against Adversarial Examples. ICANN (3) Marcus Soll, Tobias Hinz, Sven Magg, Stefan Wermter
2019	—	`conf`	Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks. ICDL-EPIROB Sayantan Auddy, Sven Magg, Stefan Wermter
2019	J	`jnl`	Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks. CoRR Sayantan Auddy, Sven Magg, Stefan Wermter
2019	J	`jnl`	Improving interactive reinforcement learning: What makes a good teacher? CoRR Francisco Cruz, Sven Magg, Yukie Nagai, Stefan Wermter
2019	A*	`conf`	Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. ICRA Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2019	J	`jnl`	Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. CoRR Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2019	J	`jnl`	KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. CoRR Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter
2019	B	`conf`	Leveraging Recursive Processing for Neural-Symbolic Affect-Target Associations. IJCNN Alexander Sutherland, Sven Magg, Stefan Wermter
2018	B	`conf`	A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks. LREC Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks. CoRR Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
2018	A	`conf`	A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. IROS German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2018	J	`jnl`	A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. CoRR German Ignacio Parisi, Pablo V. A. Barros, Di Fu, Sven Magg, Haiyan Wu, Xun Liu, Stefan Wermter
2018	B	`conf`	A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. ESANN Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
2018	A	`conf`	An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. IROS Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter
2018	J	`jnl`	Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. CoRR Di Fu, Pablo V. A. Barros, German Ignacio Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
2018	A	`conf`	Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks. INTERSPEECH Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
2018	J	`jnl`	Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks. CoRR Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
2018	J	`jnl`	Curriculum goal masking for continuous deep reinforcement learning. CoRR Manfred Eppe, Sven Magg, Stefan Wermter
2018	J	`jnl`	Deep reinforcement learning using compositional representations for performing instructions. Paladyn J. Behav. Robotics Mohammad-Ali Zamani, Sven Magg, Cornelius Weber, Stefan Wermter, Di Fu
2018	—	`conf`	Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. Humanoids Henrique Siqueira, Alexander Sutherland, Pablo V. A. Barros, Matthias Kerzel, Sven Magg, Stefan Wermter
2018	J	`jnl`	Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs. CoRR Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
2018	A*	`conf`	EmoRL: Continuous Acoustic Emotion Classification Using Deep Reinforcement Learning. ICRA Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning. CoRR Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	Improving interactive reinforcement learning: What makes a good teacher? Connect. Sci. Francisco Cruz, Sven Magg, Yukie Nagai, Stefan Wermter
2018	—	`conf`	KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos. EMNLP (Demonstration) Egor Lakomkin, Sven Magg, Cornelius Weber, Stefan Wermter
2018	A	`conf`	On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks. IROS Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks. CoRR Egor Lakomkin, Mohammad-Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	Reusing Neural Speech Representations for Auditory Emotion Recognition. CoRR Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter
2018	J	`jnl`	Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks. CoRR Tobias Hinz, Nicolás Navarro-Guerrero, Sven Magg, Stefan Wermter
2018	J	`jnl`	Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks. Int. J. Comput. Intell. Appl. Tobias Hinz, Nicolás Navarro-Guerrero, Sven Magg, Stefan Wermter
2017	—	`conf`	Agent-advising approaches in an interactive reinforcement learning scenario. ICDL-EPIROB Francisco Cruz, Peter Wuppen, Sven Magg, Alvin Fazrie, Stefan Wermter
2017	—	`conf`	Dialogue-Based Neural Learning to Estimate the Sentiment of a Next Upcoming Utterance. ICANN (2) Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter
2017	B	`conf`	NICO - Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction. RO-MAN Matthias Kerzel, Erik Strahl, Sven Magg, Nicolás Navarro-Guerrero, Stefan Heinrich, Stefan Wermter
2017	—	`conf`	Reusing Neural Speech Representations for Auditory Emotion Recognition. IJCNLP(1) Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter
2016	—	`conf`	An efficient hybridization of Genetic Algorithms and Particle Swarm Optimization for inverse kinematics. ROBIO Sebastian Starke, Norman Hendrich, Sven Magg, Jianwei Zhang
2016	B	`conf`	Human motion assessment in real time using recurrent self-organization. RO-MAN German Ignacio Parisi, Sven Magg, Stefan Wermter
2016	—	`conf`	Towards Effective Classification of Imbalanced Data with Convolutional Neural Networks. ANNPR Vidwath Raj, Sven Magg, Stefan Wermter
2016	J	`jnl`	Training Agents With Interactive Reinforcement Learning and Contextual Affordances. IEEE Trans. Cogn. Dev. Syst. Francisco Cruz, Sven Magg, Cornelius Weber, Stefan Wermter
2015	J	`jnl`	Attention modeled as information in learning multisensory integration. Neural Networks Johannes Bauer, Sven Magg, Stefan Wermter
2015	B	`conf`	Interactive reinforcement learning through speech guidance in a domestic scenario. IJCNN Francisco Cruz, Johannes Twiefel, Sven Magg, Cornelius Weber, Stefan Wermter
2015	B	`conf`	Learning human motion feedback with neural self-organization. IJCNN German Ignacio Parisi, Florian von Stosch, Sven Magg, Stefan Wermter
2014	C	`conf`	A Multichannel Convolutional Neural Network for Hand Posture Recognition. ICANN Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter
2014	C	`ed.`	Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings ICANN Stefan Wermter, Cornelius Weber, Wlodzislaw Duch, Timo Honkela, Petia D. Koprinkova-Hristova, Sven Magg, Günther Palm, Alessandro E. P. Villa
2014	—	`conf`	Improving reinforcement learning with interactive feedback and affordances. ICDL-EPIROB Francisco Cruz, Sven Magg, Cornelius Weber, Stefan Wermter
2013	B	`conf`	Neural Hopfield-ensemble for multi-class head pose detection. IJCNN Nils Meins, Sven Magg, Stefan Wermter
2013	B	`conf`	Neural and statistical processing of spatial cues for sound source localisation. IJCNN Jorge Dávila-Chacón, Sven Magg, Jindong Liu, Stefan Wermter
2007	C	`conf`	Pattern Formation in Homogeneous and Heterogeneous Swarms: Differences Between Versatile and Specialized Agents. ALIFE Sven Magg, Rene te Boekhorst
2006	—	`conf`	GasNets and CTRNNs - A Comparison in Terms of Evolvability. SAB Sven Magg, Andrew Philippides