Martin V. Butz

77 publications

12 venues

H Index 9

Name Venue Year citations
Minimal Convolutional RNNs Accelerate Spatiotemporal Learning. ICANN 2025 0
How Habit Learning Guides Planning: A Normative View and Behavioral Evidence. Cognitive Science 2025 0
Quick and Accurate Affordance Learning. Cognitive Science 2024 0
Interpreting implausible event descriptions under noise. Cognitive Science 2024 0
Modeling auditory voice recognition improvements by face simulation. Cognitive Science 2024 0
A Rational Trade-Off Between the Costs and Benefits of Automatic and Controlled Processing. Cognitive Science 2024 5
Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics. ICLR 2024 20
Developing Object Permanence from Videos. Cognitive Science 2024 0
Modeling the Emergent Development of Inference-based Goal Anticipation in Infants. Cognitive Science 2024 0
Loci-Segmented: Improving Scene Segmentation Learning. ICANN 2024 0
Learning Object Permanence from Videos via Latent Imaginations. ICANN 2024 0
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision. ICLR 2023 0
Understanding of Linguistic Scales in Speakers with Williams Syndrome. Cognitive Science 2022 0
Infering Boundary Conditions in Finite Volume Neural Networks. ICANN 2022 2
Efficient learning through compositionality in a CNN-RNN model consisting of a bottom-up and a top-down pathway. Cognitive Science 2022 3
Composing Partial Differential Equations with Physics-Aware Neural Networks. ICML 2022 0
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. ICANN 2021 1
Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. ICANN 2021 3
I see where this is going: Modeling the development of infants' goal-predictive gaze. Cognitive Science 2021 0
Can Action Bias the Perception of Ambiguous Auditory Stimuli? Cognitive Science 2021 0
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. NIPS/NeurIPS 2021 25
Event-Predictive Cognition: A Root for Conceptual Human Thought. Topics in Cognitive Science 2021 13
Speakers Use More Informative Referring Expressions to Describe Surprising Events. Cognitive Science 2021 2
Modeling the Anticipatory Remapping of Spatial Body Representations: A Free Energy Approach. Cognitive Science 2021 1
Latent Event-Predictive Encodings through Counterfactual Regularization. Cognitive Science 2021 2
Dynamic Action Inference with Recurrent Spiking Neural Networks. ICANN 2021 4
Binding and Perspective Taking as Inference in a Generative Neural Network Model. ICANN 2021 0
Latent State Inference in a Spatiotemporal Generative Model. ICANN 2021 0
Inferring, Predicting, and Denoising Causal Wave Dynamics. ICANN 2020 3
Bayesian inference in dialogue. Cognitive Science 2020 0
Hands in Thought and Motion. Cognitive Science 2020 1
Fostering Event Compression Using Gated Surprise. ICANN 2020 4
Learning Precise Spike Timings with Eligibility Traces. ICANN 2020 4
Sequence Classification using Ensembles of Recurrent Generative Expert Modules. ESANN 2020 0
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. ICANN 2020 6
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. ESANN 2020 0
On the purpose of ambiguous utterances. Cognitive Science 2019 0
Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE. ICANN 2019 4
Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. ICANN 2019 1
Gradient-Based Learning of Compositional Dynamics with Modular RNNs. ICANN 2019 9
Unflinching Predictions: Anticipatory Crossmodal Interactions are Unaffected by the Current Hand Posture. Cognitive Science 2019 0
Symposium on Event Predictive Cognition. Cognitive Science 2018 0
Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. ICANN 2018 8
REPRISE: A Retrospective and Prospective Inference Scheme. Cognitive Science 2018 5
Are you Sure How to Move? Expected Uncertainty Modulates Anticipatory Crossmodal Interactions. Cognitive Science 2018 0
Mario Becomes Cognitive. Topics in Cognitive Science 2017 27
Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models. ICANN 2017 8
Lost in space: multisensory conflict yields adaptation in spatial representations across frames of reference. Cognitive Processing 2017 8
Game-XP: Action Games as Cognitive Science Paradigms. Cognitive Science 2017 0
A Computational Model for the Dynamical Learning of Event Taxonomies. Cognitive Science 2017 14
Anticipatory Active Inference from Learned Recurrent Neural Forward Models. Cognitive Science 2017 0
Grasping Multisensory Integration: Proprioceptive Capture after Virtual Object Interactions. Cognitive Science 2017 1
Learning Temporal Generative Neural Codes for Biological Motion Perception and Inference. Cognitive Science 2017 0
Projecting space into the future: peripersonal space remaps in anticipation of an object manipulation. Cognitive Science 2017 0
Reference Systems in Spatial Memory for Vertical Locations. Cognitive Science 2017 0
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. ICANN 2017 22
Learning where to search using visual attention. IROS 2016 7
Is it Living? Insights from Modeling Event-Oriented, Self-Motivated, Acting, Learning and Conversing Game Agents. Cognitive Science 2016 0
Learning Behavior-Grounded Event Segmentations. Cognitive Science 2016 6
Human-object interaction understanding without objects. Cognitive Science 2016 0
Learning Recurrent Dynamics using Differential Evolution. ESANN 2015 1
An Automatized Heider-Simmel Story Generation Tool. Cognitive Science 2015 0
It's all in the eye: multiple orders of motor planning in gaze control. Cognitive Science 2015 0
Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics. Cognitive Science 2014 2
Modeling Simultanagnosia. Cognitive Science 2014 0
Learning Spatial Transformations Using Structured Gain-Field Networks. ICANN 2014 1
Modeling the temporal dynamics of visual working memory. Cognitive System Research 2013 5
Modeling Continuous Representations in Visual Working Memory. Cognitive Science 2013 0
Gaze strategies in object identification and manipulation. Cognitive Science 2013 6
Reservoir Sizes and Feedback Weights Interact Non-linearly in Echo State Networks. ICANN 2012 6
Modeling body state-dependent multisensory integration. Cognitive Processing 2012 2
Autonomous failure detection and multimodal sensor fusion in a modular arm model. IROS 2012 2
A modular, redundant, multi-frame of reference representation for kinematic chains. ICRA 2011 5
Emergent Effector-Independent Internal Spaces: Adaptation and Intermanual Learning Transfer in Humans and Neural Networks. IJCNN 2007 1
Explorations of anticipatory behavioral control (ABC): a report from the cognitive psychology unit of the University of Würzburg. Cognitive Processing 2007 45
Encoding Complete Body Models Enables Task Dependent Optimal Behavior. IJCNN 2007 13
Bidirectional ARTMAP: an artificial mirror neuron system. IJCNN 2003 6
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