Stefan Heinrich

110 papers A* 4B 8C 2Misc 1Journal 76Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Don't Get Too Excited - Eliciting Emotions in LLMs. CHI Extended Abstracts Gino Franco Fazzi, Julie Skoven Hinge, Stefan Heinrich, Paolo Burelli
2025	J	`jnl`	Don't Get Too Excited - Eliciting Emotions in LLMs. CoRR Gino Franco Fazzi, Julie Skoven Hinge, Stefan Heinrich, Paolo Burelli
2025	J	`jnl`	Exploring Deep Learning Models for EEG Neural Decoding. CoRR Laurits Dixen, Stefan Heinrich, Paolo Burelli
2025	A*	`conf`	Improving Reasoning Performance in Large Language Models via Representation Engineering. ICLR Bertram Højer, Oliver Simon Jarvis, Stefan Heinrich
2025	J	`jnl`	Improving Reasoning Performance in Large Language Models via Representation Engineering. CoRR Bertram Højer, Oliver Simon Jarvis, Stefan Heinrich
2025	—	`conf`	Research Community Perspectives on "Intelligence" and Large Language Models. ACL (Findings) Bertram Højer, Terne Sasha Thorn Jakobsen, Anna Rogers, Stefan Heinrich
2025	J	`jnl`	Research Community Perspectives on "Intelligence" and Large Language Models. CoRR Bertram Højer, Terne Sasha Thorn Jakobsen, Anna Rogers, Stefan Heinrich
2024	—	`conf`	Exploring Deep Learning Models for EEG Neural Decoding. LOD (3) Laurits Dixen, Stefan Heinrich, Paolo Burelli
2024	A*	`conf`	Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning. ICLR Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork
2024	J	`jnl`	Randomized Complexity of Mean Computation and the Adaption Problem. CoRR Stefan Heinrich
2024	J	`jnl`	Randomized complexity of mean computation and the adaption problem. J. Complex. Stefan Heinrich
2024	J	`jnl`	Randomized complexity of parametric integration and the role of adaption I. Finite dimensional case. J. Complex. Stefan Heinrich
2024	J	`jnl`	Randomized complexity of parametric integration and the role of adaption II. Sobolev spaces. J. Complex. Stefan Heinrich
2024	J	`jnl`	Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies. CoRR Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork
2023	J	`jnl`	Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning. CoRR Finn Rietz, Stefan Heinrich, Erik Schaffernicht, Johannes Andreas Stork
2023	J	`jnl`	Randomized Complexity of Parametric Integration and the Role of Adaption I. Finite Dimensional Case. CoRR Stefan Heinrich
2023	J	`jnl`	Randomized Complexity of Parametric Integration and the Role of Adaption II. Sobolev Spaces. CoRR Stefan Heinrich
2023	J	`jnl`	Randomized Complexity of Vector-Valued Approximation. CoRR Stefan Heinrich
2022	J	`jnl`	DEM-Based Approach for the Modeling of Gelation and Its Application to Alginate. J. Chem. Inf. Model. Philipp Nicolas Depta, Pavel Gurikov, Baldur Schroeter, Attila Forgács, József Kalmár, Geo Paul, Leonardo Marchese, Stefan Heinrich, Maksym Dosta
2022	J	`jnl`	Detection of Furigana Text in Images. CoRR Nikolaj Kjøller Bjerregaard, Veronika Cheplygina, Stefan Heinrich
2022	J	`jnl`	Semantic Object Accuracy for Generative Text-to-Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. Tobias Hinz, Stefan Heinrich, Stefan Wermter
2020	J	`jnl`	Crossmodal Language Grounding in an Embodied Neurocognitive Model. CoRR Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter
2020	J	`jnl`	Crossmodal Language Grounding in an Embodied Neurocognitive Model. Frontiers Neurorobotics Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter
2020	J	`jnl`	Dyssol - An open-source flowsheet simulation framework for particulate materials. SoftwareX Vasyl Skorych, Maksym Dosta, Stefan Heinrich
2020	J	`jnl`	Integrating Image-Based and Knowledge-Based Representation Learning. IEEE Trans. Cogn. Dev. Syst. Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun
2020	B	`conf`	Learning Timescales in Gated and Adaptive Continuous Time Recurrent Neural Networks. SMC Stefan Heinrich, Tayfun Alpay, Yukie Nagai
2020	—	`conf`	Lower Bounds for the Number of Random Bits in Monte Carlo Algorithms. MCQMC Stefan Heinrich
2020	J	`jnl`	Lower bounds for the number of random bits in Monte Carlo algorithms. CoRR Stefan Heinrich
2020	J	`jnl`	On the Approximate Solution and Modeling of the Kernel of Nonlinear Breakage Population Balance Equation. SIAM J. Sci. Comput. Ashok Das, Jitendra Kumar, Maksym Dosta, Stefan Heinrich
2020	J	`jnl`	Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans. Frontiers Neurorobotics Matthias Kerzel, Theresa Pekarek-Rosin, Erik Strahl, Stefan Heinrich, Stefan Wermter
2020	J	`jnl`	Understanding auditory representations of emotional expressions with neural networks. Neural Comput. Appl. Iris Wieser, Pablo V. A. Barros, Stefan Heinrich, Stefan Wermter
2019	J	`jnl`	Bootstrapping Knowledge Graphs From Images and Text. Frontiers Neurorobotics Jiayuan Mao, Yuan Yao, Stefan Heinrich, Tobias Hinz, Cornelius Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	Continuous convolutional object tracking in developmental robot scenarios. Neurocomputing Stefan Heinrich, Peer Springstübe, Tobias Knöppler, Matthias Kerzel, Stefan Wermter
2019	A*	`conf`	Designing a Personality-Driven Robot for a Human-Robot Interaction Scenario. ICRA Hadi Beik-Mohammadi, Nikoletta Xirakia, Fares Abawi, Irina Barykina, Krishnan Chandran, Gitanjali Nair, Cuong Nguyen, Daniel Speck, Tayfun Alpay, Sascha S. Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter
2019	—	`conf`	Generating Multiple Objects at Spatially Distinct Locations. ICLR (Poster) Tobias Hinz, Stefan Heinrich, Stefan Wermter
2019	J	`jnl`	Generating Multiple Objects at Spatially Distinct Locations. CoRR Tobias Hinz, Stefan Heinrich, Stefan Wermter
2019	—	`conf`	Neurocognitive Shared Visuomotor Network for End-to-end Learning of Object Identification, Localization and Grasping on a Humanoid. ICDL-EPIROB Matthias Kerzel, Manfred Eppe, Stefan Heinrich, Fares Abawi, Stefan Wermter
2019	B	`conf`	Question Answering with Hierarchical Attention Networks. IJCNN Tayfun Alpay, Stefan Heinrich, Michael Nelskamp, Stefan Wermter
2019	J	`jnl`	Semantic Object Accuracy for Generative Text-to-Image Synthesis. CoRR Tobias Hinz, Stefan Heinrich, Stefan Wermter
2019	J	`jnl`	Toward Multiscale Modeling of Proteins and Bioagglomerates: An Orientation-Sensitive Diffusion Model for the Integration of Molecular Dynamics and the Discrete Element Method. J. Chem. Inf. Model. Philipp Nicolas Depta, Uwe Jandt, Maksym Dosta, An-Ping Zeng, Stefan Heinrich
2019	B	`conf`	Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones. ICSR Hassan Ali, Shreyans Bhansali, Ilay Köksal, Matthias Möller, Theresa Pekarek-Rosin, Sachin Sharma, Ann-Katrin Thebille, Julian Tobergte, Sören Hübner, Aleksej Logacjov, Ozan Özdemir, Jose Rodriguez Parra, Mariela Rossana Sanchez, Nambiar Shruti Surendrakumar, Tayfun Alpay, Sascha S. Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter
2018	—	`conf`	Adaptive and Variational Continuous Time Recurrent Neural Networks. ICDL-EPIROB Stefan Heinrich, Tayfun Alpay, Stefan Wermter
2018	B	`conf`	Continuous convolutional object tracking. ESANN Peer Springstübe, Stefan Heinrich, Stefan Wermter
2018	J	`jnl`	Interactive natural language acquisition in a multi-modal recurrent neural architecture. Connect. Sci. Stefan Heinrich, Stefan Wermter
2018	J	`jnl`	On the complexity of computing the Lq norm. J. Complex. Stefan Heinrich
2017	J	`jnl`	A volume-consistent discrete formulation of particle breakage equation. Comput. Chem. Eng. Jitraj Saha, Jitendra Kumar, Stefan Heinrich
2017	J	`jnl`	A weighted finite volume scheme for multivariate aggregation population balance equation. Comput. Chem. Eng. Gurmeet Kaur, Jitendra Kumar, Stefan Heinrich
2017	J	`jnl`	Complexity of Banach space valued and parametric stochastic Itô integration. J. Complex. Thomas Daun, Stefan Heinrich
2017	J	`jnl`	Complexity of parametric initial value problems for systems of ODEs. Math. Comput. Simul. Thomas Daun, Stefan Heinrich
2017	J	`jnl`	Copula-based approximation of particle breakage as link between DEM and PBM. Comput. Chem. Eng. Aaron Spettl, Maksym Dosta, Frederik Klingner, Stefan Heinrich, Volker Schmidt
2017	J	`jnl`	Development of a multi-compartment population balance model for high-shear wet granulation with discrete element method. Comput. Chem. Eng. Kok Foong Lee, Maksym Dosta, Andrew D. McGuire, Sebastian Mosbach, Wolfgang Wagner, Stefan Heinrich, Markus Kraft
2017	B	`conf`	Hey robot, why don't you talk to me? RO-MAN Hwei Geok Ng, Paul Anton, Marc Brügger, Nikhil Churamani, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter
2017	J	`jnl`	Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture. CoRR Stefan Heinrich, 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	B	`conf`	The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios. HAI Nikhil Churamani, Paul Anton, Marc Brügger, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Hwei Geok Ng, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter
2016	Misc	`conf`	A Robotic Home Assistant with Memory Aid Functionality. KI Iris Wieser, Sibel Toprak, Andreas Grenzing, Tobias Hinz, Sayantan Auddy, Ethem Can Karaoguz, Abhilash Chandran, Melanie Remmels, Ahmed El Shinawi, Josip Josifovski, Leena Chennuru Vankadara, Faiz Ul Wahab, Alireza MollaAlizadeh Bahnemiri, Debasish Sahu, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Stefan Wermter
2016	—	`conf`	Crossmodal Language Grounding, Learning, and Teaching. CoCo@NIPS Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu
2016	—	`conf`	Learning Multiple Timescales in Recurrent Neural Networks. ICANN (1) Tayfun Alpay, Stefan Heinrich, Stefan Wermter
2016	—	`conf`	Multi-valued Problem Solvers. ISMVL Bernd Steinbach, Stefan Heinrich, Christian Posthoff
2016	—	`—`	Natural language acquisition in recurrent neural architectures. Stefan Heinrich
2014	J	`jnl`	Complexity of parametric initial value problems in Banach spaces. J. Complex. Thomas Daun, Stefan Heinrich
2014	J	`jnl`	Complexity of parametric integration in various smoothness classes. J. Complex. Thomas Daun, Stefan Heinrich
2014	A*	`conf`	Improving Domain-independent Cloud-Based Speech Recognition with Domain-Dependent Phonetic Post-Processing. AAAI Johannes Twiefel, Timo Baumann, Stefan Heinrich, Stefan Wermter
2014	C	`conf`	Interactive Language Understanding with Multiple Timescale Recurrent Neural Networks. ICANN Stefan Heinrich, Stefan Wermter
2013	C	`conf`	Embodied Language Understanding with a Multiple Timescale Recurrent Neural Network. ICANN Stefan Heinrich, Cornelius Weber, Stefan Wermter
2012	—	`conf`	Adaptive Learning of Linguistic Hierarchy in a Multiple Timescale Recurrent Neural Network. ICANN (1) Stefan Heinrich, Cornelius Weber, Stefan Wermter
2012	—	`conf`	Biomimetic Binaural Sound Source Localisation with Ego-Noise Cancellation. ICANN (1) Jorge Dávila-Chacón, Stefan Heinrich, Jindong Liu, Stefan Wermter
2012	J	`jnl`	Ultrastability of J. Complex. Stefan Heinrich
2011	—	`conf`	Determining Cooperation in Multiagent Systems with Cultural Traits. ICAART (2) Stefan Heinrich, Markus Eberling, Stefan Wermter
2011	J	`jnl`	The randomized complexity of indefinite integration. J. Complex. Stefan Heinrich, Bernhard Milla
2010	J	`jnl`	Guest Editors' Preface. J. Complex. Markus Hegland, Stefan Heinrich, Ian H. Sloan
2009	J	`jnl`	Randomized approximation of Sobolev embeddings, II. J. Complex. Stefan Heinrich
2009	J	`jnl`	Randomized approximation of Sobolev embeddings, III. J. Complex. Stefan Heinrich
2008	J	`jnl`	The cell average technique for solving multi-dimensional aggregation population balance equations. Comput. Chem. Eng. Jitendra Kumar, Mirko Peglow, Gerald Warnecke, Stefan Heinrich
2008	J	`jnl`	The randomized complexity of initial value problems. J. Complex. Stefan Heinrich, Bernhard Milla
2008	J	`jnl`	Three-dimensional numerical study of heat and mass transfer in fluidized beds with spray nozzle. Comput. Chem. Eng. Chamakuri Nagaiah, Gerald Warnecke, Stefan Heinrich, Mirko Peglow
2007	J	`jnl`	Quantum lower bounds by entropy numbers. J. Complex. Stefan Heinrich
2006	J	`jnl`	A discretized model for tracer population balance equation: Improved accuracy and convergence. Comput. Chem. Eng. Jitendra Kumar, Mirko Peglow, Gerald Warnecke, Stefan Heinrich, L. Mörl
2006	J	`jnl`	Monte Carlo approximation of weakly singular integral operators. J. Complex. Stefan Heinrich
2006	J	`jnl`	The quantum query complexity of elliptic PDE. J. Complex. Stefan Heinrich
2006	J	`jnl`	The randomized information complexity of elliptic PDE. J. Complex. Stefan Heinrich
2005	—	`conf`	Numerical Analysis on a Quantum Computer. LSSC Stefan Heinrich
2004	J	`jnl`	On the Power of Quantum Algorithms for Vector Valued Mean Computation. Monte Carlo Methods Appl. Stefan Heinrich
2004	J	`jnl`	Optimal quadrature for Haar wavelet spaces. Math. Comput. Stefan Heinrich, Fred J. Hickernell, Rong-Xian Yue
2004	J	`jnl`	Quantum approximation I. Embeddings of finite-dimensional J. Complex. Stefan Heinrich
2004	J	`jnl`	Quantum approximation II. Sobolev embeddings. J. Complex. Stefan Heinrich
2003	J	`jnl`	From Monte Carlo to quantum computation. Math. Comput. Simul. Stefan Heinrich
2003	J	`jnl`	On a problem in quantum summation. J. Complex. Stefan Heinrich, Erich Novak
2003	J	`jnl`	Quantum integration in Sobolev classes. J. Complex. Stefan Heinrich
2003	J	`jnl`	Some open problems concerning the star-discrepancy. J. Complex. Stefan Heinrich
2002	J	`jnl`	Fast obstacle detection for urban traffic situations. IEEE Trans. Intell. Transp. Syst. Uwe Franke, Stefan Heinrich
2002	J	`jnl`	Quantum Summation with an Application to Integration. J. Complex. Stefan Heinrich
2002	—	`conf`	Real Time Fusion of Motion and Stereo Using Flow/Depth Constraint for Fast Obstacle Detection. DAGM-Symposium Stefan Heinrich
2001	J	`jnl`	GUEST EDITORS' PREFACE. J. Complex. Stefan Heinrich, Erich Novak
2001	—	`conf`	Integration of Multivariate Haar Wavelet Series. WAA Stefan Heinrich, Fred J. Hickernell, Rong-Xian Yue
2001	—	`conf`	Multilevel Monte Carlo Methods. LSSC Stefan Heinrich
1999	J	`jnl`	Monte Carlo Complexity of Parametric Integration. J. Complex. Stefan Heinrich, Eugène Sindambiwe
1998	J	`jnl`	Monte Carlo Complexity of Global Solution of Integral Equations. J. Complex. Stefan Heinrich
1996	J	`jnl`	Computing Discrepancies of Smolyak Quadrature Rules. J. Complex. Karin Frank, Stefan Heinrich
1996	J	`jnl`	Efficient algorithms for computing the L Math. Comput. Stefan Heinrich
1996	J	`jnl`	Information Complexity of Multivariate Fredholm Integral Equations in Sobolev Classes. J. Complex. Karin Frank, Stefan Heinrich, Sergei V. Pereverzev
1995	J	`jnl`	Variance reduction for Monte Carlo methods by means of deterministic numerical computation. Monte Carlo Methods Appl. Stefan Heinrich
1994	—	`conf`	Complexity Theory and Monte Carlo Algorithms in Numerical Analysis. IFIP Congress (1) Stefan Heinrich
1993	J	`jnl`	Complexity of Integral Equations and Relations to s-Numbers. J. Complex. Stefan Heinrich
1992	J	`jnl`	Lower bounds for the complexity of Monte Carlo function approximation. J. Complex. Stefan Heinrich
1991	B	`conf`	Efficiency of Monte Carlo Algorithms in Numerical Analysis. FCT Stefan Heinrich
1991	J	`jnl`	Parallel information-based complexity. J. Complex. Stefan Heinrich, Jörg-Detlef Kern
1990	J	`jnl`	Probabilistic complexity analysis for linear problems in bounded domains. J. Complex. Stefan Heinrich
1987	J	`jnl`	A Note on Elementary Equivalence of C(K) Space. J. Symb. Log. Stefan Heinrich, C. Ward Henson, Lawrence Carlton Moore Jr.
1986	J	`jnl`	Elementary Equivalence of C s (K) Spaces for Totally Disconnected, Compact Hausdorff K. J. Symb. Log. Stefan Heinrich, C. Ward Henson, Lawrence Carlton Moore Jr.