Martin V. Butz

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 97

Top Venues

Publications

Christian Gumbsch, Noor Sajid, Georg Martius, Martin V. Butz
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics. ICLR (2024)
Fedor Scholz, Erik Ayari, Johannes Bertram, Martin V. Butz
Quick and Accurate Affordance Learning. CoRR (2024)
Sarah Fabi, Sebastian Otte, Fedor Scholz, Julius Wührer, Matthias Karlbauer, Martin V. Butz
Extending the Omniglot Challenge: Imitating Handwriting Styles on a New Sequential Data Set. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Manuel Traub, Frederic Becker, Sebastian Otte, Martin V. Butz
Looping LOCI: Developing Object Permanence from Videos. CoRR (2023)
Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte
Physical Domain Reconstruction with Finite Volume Neural Networks. Appl. Artif. Intell. 37 (1) (2023)
Manuel Traub, Frederic Becker, Adrian Sauter, Sebastian Otte, Martin V. Butz
Loci-Segmented: Improving Scene Segmentation Learning. CoRR (2023)
Jannik Thümmel, Matthias Karlbauer, Sebastian Otte, Christiane Zarfl, Georg Martius, Nicole Ludwig, Thomas Scholten, Ulrich Friedrich, Volker Wulfmeyer, Bedartha Goswami, Martin V. Butz
Inductive biases in deep learning models for weather prediction. CoRR (2023)
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision. ICLR (2023)
Matthias Karlbauer, Nathaniel Cresswell-Clay, Raul A. Moreno, Dale R. Durran, Thorsten Kurth, Martin V. Butz
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh. CoRR (2023)
Christian Gumbsch, Maurits Adam, Birgit Elsner, Georg Martius, Martin V. Butz
Developing hierarchical anticipations via neural network-based event segmentation. ICDL (2022)
Danil Koryakin, Sebastian Otte, Martin V. Butz
Inference of time series components by online co-evolution. Genet. Program. Evolvable Mach. 23 (1) (2022)
Asya Achimova, Julien Musolino, Rennie Pasquinelli, Martin V. Butz, Barbara Landau
Understanding of Linguistic Scales in Speakers with Williams Syndrome. CogSci (2022)
Christian Gumbsch, Maurits Adam, Birgit Elsner, Georg Martius, Martin V. Butz
Developing hierarchical anticipations via neural network-based event segmentation. CoRR (2022)
Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz
Inference of affordances and active motor control in simulated agents. Frontiers Neurorobotics 16 (2022)
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz
Learning What and Where - Unsupervised Disentangling Location and Identity Tracking. CoRR (2022)
Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz
Composing Partial Differential Equations with Physics-Aware Neural Networks. ICML (2022)
Franziska Kaltenberger, Sebastian Otte, Martin V. Butz
Binding Dancers Into Attractors. ICDL (2022)
Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz
Inference of Affordances and Active Motor Control in Simulated Agents. CoRR (2022)
Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte
Infering Boundary Conditions in Finite Volume Neural Networks. ICANN (1) (2022)
Manfred Eppe, Christian Gumbsch, Matthias Kerzel, Phuong D. H. Nguyen, Martin V. Butz, Stefan Wermter
Intelligent problem-solving as integrated hierarchical reinforcement learning. Nat. Mach. Intell. 4 (1) (2022)
Manfred Eppe, Christian Gumbsch, Matthias Kerzel, Phuong D. H. Nguyen, Martin V. Butz, Stefan Wermter
Intelligent problem-solving as integrated hierarchical reinforcement learning. CoRR (2022)
Katerina Tsarava, Korbinian Moeller, Marcos Román-González, Jessika Golle, Luzia Leifheit, Martin V. Butz, Manuel Ninaus
A cognitive definition of computational thinking in primary education. Comput. Educ. 179 (2022)
Franziska Kaltenberger, Sebastian Otte, Martin V. Butz
Binding Dancers Into Attractors. CoRR (2022)
Sarah Fabi, Lena Holzwarth, Martin V. Butz
Efficient learning through compositionality in a CNN-RNN model consisting of a bottom-up and a top-down pathway. CogSci (2022)
Martin V. Butz, Asya Achimova, David K. Bilkey, Alistair Knott
Event-Predictive Cognition: A Root for Conceptual Human Thought. Top. Cogn. Sci. 13 (1) (2021)
Christian Gumbsch, Martin V. Butz, Georg Martius
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. CoRR (2021)
Christian Stegemann-Philipps, Martin V. Butz, Susanne Winkler, Asya Achimova
Speakers Use More Informative Referring Expressions to Describe Surprising Events. CogSci (2021)
Christian Gumbsch, Maurits Adam, Birgit Elsner, Martin V. Butz
Emergent Goal-Anticipatory Gaze in Infants via Event-Predictive Learning and Inference. Cogn. Sci. 45 (8) (2021)
Sarah Fabi, Sebastian Otte, Martin V. Butz
Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. ICANN (2) (2021)
Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz
Composing Partial Differential Equations with Physics-Aware Neural Networks. CoRR (2021)
Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz
Binding and Perspective Taking as Inference in a Generative Neural Network Model. ICANN (3) (2021)
Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley Wu, Martin V. Butz
Latent Event-Predictive Encodings through Counterfactual Regularization. CoRR (2021)
Christian Stegemann-Philipps, Martin V. Butz
Learn It First: Grounding Language in Compositional Event-Predictive Encodings. ICDL (2021)
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Latent State Inference in a Spatiotemporal Generative Model. ICANN (4) (2021)
Timothy Praditia, Matthias Karlbauer, Sebastian Otte, Sergey Oladyshkin, Martin V. Butz, Wolfgang Nowak
Finite Volume Neural Network: Modeling Subsurface Contaminant Transport. CoRR (2021)
Christian Gumbsch, Martin V. Butz, Georg Martius
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Martin V. Butz
Towards Strong AI. Künstliche Intell. 35 (1) (2021)
Johannes Lohmann, Martin V. Butz
Can Action Bias the Perception of Ambiguous Auditory Stimuli? CogSci (2021)
Melvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. ICANN (5) (2021)
Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz
Gestalt Perception of Biological Motion: A Generative Artificial Neural Network Model. ICDL (2021)
Patrick Weigert, Johannes Lohmann, Martin V. Butz
Modeling the Anticipatory Remapping of Spatial Body Representations: A Free Energy Approach. CogSci (2021)
Christian Gumbsch, Maurits Adam, Birgit Elsner, Martin V. Butz
I see where this is going: Modeling the development of infants' goal-predictive gaze. CogSci (2021)
Dania Humaidan, Sebastian Otte, Christian Gumbsch, Charley M. Wu, Martin V. Butz
Latent Event-Predictive Encodings through Counterfactual Regularization. CogSci (2021)
Christian Gumbsch, Martin V. Butz, Georg Martius
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. NeurIPS (2021)
Manuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte
Dynamic Action Inference with Recurrent Spiking Neural Networks. ICANN (5) (2021)
Mahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz
Binding and Perspective Taking as Inference in a Generative Neural Network Model. CoRR (2020)
Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. ICANN (1) (2020)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Inferring, Predicting, and Denoising Causal Wave Dynamics. CoRR (2020)
Dania Humaidan, Sebastian Otte, Martin V. Butz
Fostering Event Compression using Gated Surprise. CoRR (2020)
Sebastian Otte, Matthias Karlbauer, Martin V. Butz
Active Tuning. CoRR (2020)
Johannes Lohmann, Martin V. Butz
Hands in Thought and Motion. CogSci (2020)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Inferring, Predicting, and Denoising Causal Wave Dynamics. ICANN (1) (2020)
Manfred Eppe, Christian Gumbsch, Matthias Kerzel, Phuong D. H. Nguyen, Martin V. Butz, Stefan Wermter
Hierarchical principles of embodied reinforcement learning: A review. CoRR (2020)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. ESANN (2020)
Dania Humaidan, Sebastian Otte, Martin V. Butz
Fostering Event Compression Using Gated Surprise. ICANN (1) (2020)
Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte
Learning Precise Spike Timings with Eligibility Traces. ICANN (2) (2020)
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Hidden Latent State Inference in a Spatio-Temporal Generative Model. CoRR (2020)
Marius Hobbhahn, Martin V. Butz, Sarah Fabi, Sebastian Otte
Sequence Classification using Ensembles of Recurrent Generative Expert Modules. ESANN (2020)
Asya Achimova, Ella I. Eisemann, Martin V. Butz
Bayesian inference in dialogue. CogSci (2020)
Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte
Learning Precise Spike Timings with Eligibility Traces. CoRR (2020)
Sarah Fabi, Sebastian Otte, Jonas Gregor Wiese, Martin V. Butz
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. CoRR (2020)
Katerina Tsarava, Luzia Leifheit, Manuel Ninaus, Marcos Román-González, Martin V. Butz, Jessika Golle, Ulrich Trautwein, Korbinian Moeller
Cognitive Correlates of Computational Thinking: Evaluation of a Blended Unplugged/Plugged-In Course. WiPSCE (2019)
Johannes Lohmann, Martin V. Butz
Unflinching Predictions: Anticipatory Crossmodal Interactions are Unaffected by the Current Hand Posture. CogSci (2019)
Christian Gumbsch, Martin V. Butz, Georg Martius
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives. CoRR (2019)
Martin V. Butz, Tobias Menge, Dania Humaidan, Sebastian Otte
Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE. ICANN (1) (2019)
Gregory Scontras, Asya Achimova, Christian Stegemann, Martin V. Butz
On the purpose of ambiguous utterances. CogSci (2019)
Martin V. Butz, David K. Bilkey, Dania Humaidan, Alistair Knott, Sebastian Otte
Learning, planning, and control in a monolithic neural event inference architecture. Neural Networks 117 (2019)
Sebastian Otte, Patricia Rubisch, Martin V. Butz
Gradient-Based Learning of Compositional Dynamics with Modular RNNs. ICANN (1) (2019)
Sebastian Otte, Jakob Stoll, Martin V. Butz
Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. ICANN (4) (2019)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. CoRR (2019)
Martin V. Butz, Alistair Knott
Symposium on Event Predictive Cognition. CogSci (2018)
Jacques Kaiser, Svenja Melbaum, Juan Camilo Vasquez Tieck, Arne Roennau, Martin V. Butz, Rüdiger Dillmann
Learning to Reproduce Visually Similar Movements by Minimizing Event-Based Prediction Error. BioRob (2018)
Peter Gerjets, Martin Lachmair, Martin V. Butz, Johannes Lohmann
Knowledge Spaces in VR: Intuitive Interfacing with a Multiperspective Hypermedia Environment. VR (2018)
Martin V. Butz, David K. Bilkey, Dania Humaidan, Alistair Knott, Sebastian Otte
Learning, Planning, and Control in a Monolithic Neural Event Inference Architecture. CoRR (2018)
Johannes Lohmann, Anna Belardinelli, Martin V. Butz
Are you Sure How to Move? Expected Uncertainty Modulates Anticipatory Crossmodal Interactions. CogSci (2018)
Martin V. Butz, David K. Bilkey, Alistair Knott, Sebastian Otte
REPRISE: A Retrospective and Prospective Inference Scheme. CogSci (2018)
Sebastian Otte, Lea Hofmaier, Martin V. Butz
Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. ICANN (3) (2018)
Christian Gumbsch, Sebastian Otte, Martin V. Butz
A Computational Model for the Dynamical Learning of Event Taxonomies. CogSci (2017)
Johannes Lohmann, Jakob Gütschow, Martin V. Butz
Grasping Multisensory Integration: Proprioceptive Capture after Virtual Object Interactions. CogSci (2017)
Fabian Schrodt, Martin V. Butz
Learning Temporal Generative Neural Codes for Biological Motion Perception and Inference. CogSci (2017)
Fabian Schrodt, Jan Kneissler, Stephan Ehrenfeld, Martin V. Butz
Mario Becomes Cognitive. Top. Cogn. Sci. 9 (2) (2017)
Anna Belardinelli, Johannes Lohmann, Martin V. Butz
Projecting space into the future: peripersonal space remaps in anticipation of an object manipulation. CogSci (2017)
Johannes Lohmann, Martin V. Butz
Lost in space: multisensory conflict yields adaptation in spatial representations across frames of reference. Cogn. Process. 18 (3) (2017)
Wayne D. Gray, Ray S. Perez, Martin V. Butz, Stuart Reeves, Matthew Sangster, Tom Stafford, Fernand Gobet
Game-XP: Action Games as Cognitive Science Paradigms. CogSci (2017)
Sebastian Otte, Theresa Schmitt, Martin V. Butz
Anticipatory Active Inference from Learned Recurrent Neural Forward Models. CogSci (2017)
Thomas Hinterecker, Caroline Leroy, Maximilian E. Kirschhock, Mintao Zhao, Martin V. Butz, Heinrich H. Bülthoff, Tobias Meilinger
Reference Systems in Spatial Memory for Vertical Locations. CogSci (2017)
Sebastian Otte, Adrian Zwiener, Martin V. Butz
Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models. ICANN (1) (2017)
Sebastian Otte, Theresa Schmitt, Karl J. Friston, Martin V. Butz
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. ICANN (1) (2017)
Martin V. Butz, Mihael Simonic, Marcel Binz, Jonas Einig, Stephan Ehrenfeld, Fabian Schrodt
Is it Living? Insights from Modeling Event-Oriented, Self-Motivated, Acting, Learning and Conversing Game Agents. CogSci (2016)
Christian Balkenius, Lola Cañamero, Philip Pärnamets, Birger Johansson, Martin V. Butz, Andreas Olsson
Outline of a sensory-motor perspective on intrinsically moral agents. Adapt. Behav. 24 (5) (2016)
Fabian Schrodt, Yves Röhm, Martin V. Butz
An Event-Schematic, Cooperative, Cognitive Architecture Plays Super Mario. EUCognition (2016)
Sebastian Otte, Martin V. Butz, Danil Koryakin, Fabian Becker, Marcus Liwicki, Andreas Zell
Optimizing recurrent reservoirs with neuro-evolution. Neurocomputing 192 (2016)
Fabian Schrodt, Martin V. Butz
Just Imagine! Learning to Emulate and Infer Actions with a Stochastic Generative Architecture. Frontiers Robotics AI 3 (2016)
Anna Belardinelli, Johannes Lohmann, Martin V. Butz
Human-object interaction understanding without objects. CogSci (2016)
Alina Kloss, Daniel Kappler, Hendrik P. A. Lensch, Martin V. Butz, Stefan Schaal, Jeannette Bohg
Learning where to search using visual attention. IROS (2016)
Christian Gumbsch, Jan Kneissler, Martin V. Butz
Learning Behavior-Grounded Event Segmentations. CogSci (2016)
Philipp A. Schroeder, Johannes Lohmann, Martin V. Butz, Christian Plewnia
Behavioral Bias for Food Reflected in Hand Movements: A Preliminary Study with Healthy Subjects. Cyberpsychology Behav. Soc. Netw. 19 (2) (2016)
Fabian Schrodt, Georg Layher, Heiko Neumann, Martin V. Butz
Embodied learning of a generative neural model for biological motion perception and inference. Frontiers Comput. Neurosci. 9 (2015)
Anna Belardinelli, Martin V. Butz
It's all in the eye: multiple orders of motor planning in gaze control. CogSci (2015)
Sebastian Otte, Fabian Becker, Martin V. Butz, Marcus Liwicki, Andreas Zell
Learning Recurrent Dynamics using Differential Evolution. ESANN (2015)

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Publication Activity (10 Years)

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Martin V. Butz