Martin A. Giese

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 28

Top Venues

Ruhr University Bochum, Germany (PHD)

Education History

Ruhr University Bochum, Germany

PHD

Publications

Alexander Lappe, Anna Bognár, Ghazaleh Ghamkhari Nejad, Albert Mukovskiy, Lucas Martini, Martin A. Giese, Rufin Vogels
Parallel Backpropagation for Shared-Feature Visualization. CoRR (2024)
Jhon Charaja, Isabell Wochner, Pierre Schumacher, Winfried Ilg, Martin A. Giese, Christophe Maufroy, Andreas Bulling, Syn Schmitt, Daniel F. B. Haeufle
Generating Realistic Arm Movements in Reinforcement Learning: A Quantitative Comparison of Reward Terms and Task Requirements. CoRR (2024)
A. Bognár, Rajani Raman, Nick Taubert, Yordanka Zafirova, Baichen Li, Martin A. Giese, Béatrice de Gelder, Rufin Vogels
The contribution of dynamics to macaque body and face patch responses. NeuroImage 269 (2023)
Michael Stettler, Alexander Lappe, Nick Taubert, Martin A. Giese
Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition. CoRR (2023)
Jana Lang, Martin A. Giese, Winfried Ilg, Sebastian Otte
Generating Sparse Counterfactual Explanations For Multivariate Time Series. CoRR (2022)
Annika Thierfelder, Jonas Primbs, Björn Severitt, Carolin S. Hohnecker, Jan Kühnhausen, Annika K. Alt, Anja Pascher, Ursula Wörz, Helene Passon, Jens Seemann, Christian Ernst, Heinrich Lautenbacher, Martin Holderried, Enkelejda Kasneci, Martin A. Giese, Andreas Bulling, Michael Menth, Gottfried M. Barth, Winfried Ilg, Karsten Hollmann, Tobias J. Renner
Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment. EMBC (2022)
Enrico Chiovetto, Alessandro Salatiello, Andrea d'Avella, Martin A. Giese
Toward a unifying framework for the modeling and identification of motor primitives. Frontiers Comput. Neurosci. 16 (2022)
Alessandro Salatiello, Mohammad Hovaidi-Ardestani, Martin A. Giese
A Dynamical Generative Model of Social Interactions. Frontiers Neurorobotics 15 (2021)
Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification. CoRR (2021)
Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification. ICANN (4) (2021)
Alessandro Salatiello, Martin A. Giese
Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses. IJCNN (2021)
Alessandro Salatiello, Martin A. Giese
Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses. CoRR (2021)
Nick Taubert, Martin A. Giese
Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation. ICANN (3) (2021)
Michael Stettler, Nick Taubert, Tahereh Azizpour, Ramona Siebert, Silvia Spadacenta, Peter W. Dicke, Peter Thier, Martin A. Giese
Physiologically-Inspired Neural Circuits for the Recognition of Dynamic Faces. ICANN (1) (2020)
Alessandro Salatiello, Martin A. Giese
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. CoRR (2020)
Nick Taubert, Jesse St. Amand, Prerana Kumar, Leonardo Gizzi, Martin A. Giese
Reactive Hand Movements from Arm Kinematics and EMG Signals Based on Hierarchical Gaussian Process Dynamical Models. ICANN (1) (2020)
Jana Lang, Eva Haas, Jeannette Hübener-Schmid, Collin J. Anderson, Stefan M. Pulst, Martin A. Giese, Winfried Ilg
Detecting and Quantifying Ataxia-Related Motor Impairments in Rodents Using Markerless Motion Tracking With Deep Neural Networks. EMBC (2020)
Alessandro Salatiello, Martin A. Giese
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. ICANN (1) (2020)
Jongwoo Lee, Meghan E. Huber, Enrico Chiovetto, Martin A. Giese, Dagmar Stemad, Neville Hogan
Human-inspired balance model to account for foot-beam interaction mechanics. ICRA (2019)
Pouya Mohammadi, Enrico Mingo Hoffman, Niels Dehio, Milad S. Malekzadeh, Martin A. Giese, Nikos G. Tsagarakis, Jochen J. Steil
Compliant Humanoids Moving Toward Rehabilitation Applications: Transparent Integration of Real-Time Control, Whole-Body Motion Generation, and Virtual Reality. IEEE Robotics Autom. Mag. 26 (4) (2019)
Pouya Mohammadi, Milad Malekzadeh Shafaroudi, Jindrich Kodl, Albert Mukovskiy, Dennis Leroy Wigand, Martin A. Giese, Jochen J. Steil
Real-time Control of Whole-body Robot Motion and Trajectory Generation for Physiotherapeutic Juggling in VR. IROS (2018)
Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martínez, Martin A. Giese
Neural Model for the Visual Recognition of Animacy and Social Interaction. ICANN (3) (2018)
Mohammad Hovaidi-Ardestani, Vittorio Caggiano, Martin A. Giese
Neurodynamical Model for the Coupling of Action Perception and Execution. ICANN (1) (2017)
Albert Mukovskiy, Christian Vassallo, Maximilien Naveau, Olivier Stasse, Philippe Souères, Martin A. Giese
Adaptive synthesis of dynamically feasible full-body movements for the humanoid robot HRP-2 by flexible combination of learned dynamic movement primitives. Robotics Auton. Syst. 91 (2017)
R. Malin Schemschat, Debora Clever, Martin L. Felis, Enrico Chiovetto, Martin A. Giese, Katja D. Mombaur
Joint torque analysis of push recovery motions during human walking. BioRob (2016)
Adrien Pajon, Enrico Chiovetto, Colleen Monaghan, Martin A. Giese, Abderrahmane Kheddar
Adaptation of walking ground reaction forces to changes in ground stiffness properties. BioRob (2016)
Martin A. Giese, Pradeep Kuravi, Rufin Vogels
Phenomenological Model for the Adapatation of Shape-Selective Neurons in Area IT. ICANN (1) (2016)
Leonid Fedorov, Joris Vangeneugden, Martin A. Giese
Neural Model for the Influence of Shading on the Multistability of the Perception of Body Motion. IJCCI (NCTA) (2016)
Andrea d'Avella, Martin A. Giese, Yuri P. Ivanenko, Thomas Schack, Tamar Flash
Editorial: Modularity in motor control: from muscle synergies to cognitive action representation. Frontiers Comput. Neurosci. 9 (2015)
Hagar Goldberg, Andrea Christensen, Tamar Flash, Martin A. Giese, Rafael Malach
Brain activity correlates with emotional perception induced by dynamic avatars. NeuroImage 122 (2015)
Albert Mukovskiy, William M. Land, Thomas Schack, Martin A. Giese
Modeling of Predictive Human Movement Coordination Patterns for Applications in Computer Graphics. J. WSCG 23 (2) (2015)
Dominik Endres, Enrico Chiovetto, Martin A. Giese
Bayesian Approaches for Learning of Primitive-Based Compact Representations of Complex Human Activities. Dance Notations and Robot Motion (2014)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations of Animated Motion Sequences - A Neural Model. Top. Cogn. Sci. 6 (1) (2014)
Dmytro Velychko, Dominik Endres, Nick Taubert, Martin A. Giese
Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. ICANN (2014)
Sabrina Schneider, Andrea Christensen, Florian B. Häußinger, Andreas J. Fallgatter, Martin A. Giese, Ann-Christine Ehlis
Show me how you walk and I tell you how you feel - A functional near-infrared spectroscopy study on emotion perception based on human gait. NeuroImage 85 (2014)
Martin A. Giese
Skeleton Model for the Neurodynamics of Visual Action Representations. ICANN (2014)
Dominik Endres, Yaron Meirovitch, Tamar Flash, Martin A. Giese
Segmenting sign language into motor primitives with Bayesian binning. Frontiers Comput. Neurosci. 7 (2013)
Stephan de la Rosa, Stephan Streuber, Martin A. Giese, Heinrich H. Bülthoff, Cristóbal Curio
High level influences on visual action recognition. CogSci (2013)
Dominik Maria Endres, Enrico Chiovetto, Martin A. Giese
Model selection for the extraction of movement primitives. Frontiers Comput. Neurosci. 7 (2013)
Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
Dynamically stable control of articulated crowds. J. Comput. Sci. 4 (4) (2013)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations of Animated Motion Sequences - A Neural Model. CogSci (2013)
Nick Taubert, Martin Löffler, Nicolas Ludolph, Andrea Christensen, Dominik Endres, Martin A. Giese
A virtual reality setup for controllable, stylized real-time interactions between humans and avatars with sparse Gaussian process dynamical models. SAP (2013)
Dominik Endres, Ruth Adam, Martin A. Giese, Uta Noppeney
Understanding the Semantic Structure of Human fMRI Brain Recordings with Formal Concept Analysis. ICFCA (2012)
Nick Taubert, Andrea Christensen, Dominik Endres, Martin A. Giese
Online simulation of emotional interactive behaviors with hierarchical Gaussian process dynamical models. SAP (2012)
Georg Layher, Martin A. Giese, Heiko Neumann
Learning Representations for Animated Motion Sequence and Implied Motion Recognition. ICANN (1) (2012)
Dominik Endres, Heiko Neumann, Marina Kolesnik, Martin A. Giese
Hooligan detection: The effects of saliency and expert knowledge. ICDP (2011)
Daniel Oberhoff, Dominik Endres, Martin A. Giese, Marina Kolesnik
Gates for Handling Occlusion in Bayesian Models of Images: An Initial Study. KI (2011)
Nick Taubert, Dominik Endres, Andrea Christensen, Martin A. Giese
Shaking Hands in Latent Space - Modeling Emotional Interactions with Gaussian Process Latent Variable Models. KI (2011)
Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
Analysis and Design of the Dynamical Stability of Collective Behavior in Crowds. J. WSCG 19 (2) (2011)
Lars Omlor, Martin A. Giese
Anechoic Blind Source Separation Using Wigner Marginals. J. Mach. Learn. Res. 12 (2011)
Dominik Endres, Andrea Christensen, Lars Omlor, Martin A. Giese
Emulating human observers with bayesian binning: Segmentation of action streams. ACM Trans. Appl. Percept. 8 (3) (2011)
Dominik Endres, Andrea Christensen, Lars Omlor, Martin A. Giese
Segmentation of Action Streams Human Observers vs. Bayesian Binning. KI (2011)
Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
Design of the dynamic stability properties of the collective behavior of articulated bipeds. Humanoids (2010)
Aee-ni Park, Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
Design of Dynamical Stability Properties in Character Animation. VRIPHYS (2009)
Falk Fleischer, Antonino Casile, Martin A. Giese
View-independent recognition of grasping actions with a cortex-inspired model. Humanoids (2009)
Falk Fleischer, Antonino Casile, Martin A. Giese
Bio-inspired Approach for the Recognition of Goal-Directed Hand Actions. CAIP (2009)
Martin A. Giese, Albert Mukovskiy, Aee-Ni Park, Lars Omlor, Jean-Jacques E. Slotine
Real-Time Synthesis of Body Movements Based on Learned Primitives. Statistical and Geometrical Approaches to Visual Motion Analysis (2008)
Falk Fleischer, Antonino Casile, Martin A. Giese
Neural Model for the Visual Recognition of Goal-Directed Movements. ICANN (2) (2008)
Cristóbal Curio, Martin A. Giese, Martin Breidt, Mario Kleiner, Heinrich H. Bülthoff
Probing dynamic human facial action recognition from the other side of the mean. APGV (2008)
Albert Mukovskiy, Aee-ni Park, Lars Omlor, Jean-Jacques E. Slotine, Martin A. Giese
Selforganization of character behavior by mixing of learned movement primitives. VMV (2008)
Lars Omlor, Martin A. Giese
Learning of Translation-Invariant Independent Components: Multivariate Anechoic Mixtures. ICA (2007)
Lars Omlor, Martin A. Giese
Extraction of spatio-temporal primitives of emotional body expressions. Neurocomputing 70 (10-12) (2007)
Lars Omlor, Martin A. Giese
Blind source separation for over-determined delayed mixtures. NIPS (2006)
Lars Omlor, Martin A. Giese
Unsupervised Learning of Spatio-temporal Primitives of Emotional Gait. PIT (2006)
Cristóbal Curio, Martin Breidt, Mario Kleiner, Quoc C. Vuong, Martin A. Giese, Heinrich H. Bülthoff
Semantic 3D motion retargeting for facial animation. APGV (2006)
Martin A. Giese, David A. Leopold
Physiologically inspired neural model for the encoding of face spaces. Neurocomputing (2005)
Johannes Mezger, Winfried Ilg, Martin A. Giese
Trajectory synthesis by hierarchical spatio-temporal correspondence: comparison of different methods. APGV (2005)
Cristóbal Curio, Martin A. Giese
Combining View-Based and Model-Based Tracking of Articulated Human Movements. WACV/MOTION (2005)
Rodrigo Sigala, Thomas Serre, Tomaso A. Poggio, Martin A. Giese
Learning Features of Intermediate Complexity for the Recognition of Biological Motion. ICANN (1) (2005)
Winfried Ilg, Gökhan H. Bakir, Johannes Mezger, Martin A. Giese
On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics. Int. J. Humanoid Robotics 1 (4) (2004)
Antonino Casile, Martin A. Giese
Roles of Motion and Form in Biological Motion Recognition. ICANN (2003)
Martin A. Giese
Learning recurrent neural models with minimal complexity from neural tuning data. Neurocomputing (2003)
Winfried Ilg, Johannes Mezger, Martin A. Giese
Estimation of Skill Levels in Sports Based on Hierarchical Spatio-Temporal Correspondences. DAGM-Symposium (2003)
Martin A. Giese, Xiaohui Xie
Exact solution of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity. Neurocomputing (2002)
A. Moukovski, D. M. Gorinevski, Martin A. Giese, Werner von Seelen
Formation of pinwheels of preferred orientation by learning sparse neural representations of natural images. Neurocomputing (2002)
Angela J. Yu, Martin A. Giese, Tomaso A. Poggio
Biophysiologically Plausible Implementations of the Maximum Operation. Neural Comput. 14 (12) (2002)
Winfried Ilg, Martin A. Giese
Modeling of Movement Sequences Based on Hierarchical Spatial-Temporal Correspondence of Movement Primitives. Biologically Motivated Computer Vision (2002)
Martin A. Giese, Barbara Knappmeyer, Heinrich H. Bülthoff
Automatic Synthesis of Sequences of Human Movements by Linear Combination of Learned Example Patterns. Biologically Motivated Computer Vision (2002)
Martin A. Giese
Prototypes of Biological Movements in Brains and Machines. Biologically Motivated Computer Vision (2002)
Xiaohui Xie, Martin A. Giese
Generating velocity tuning by asymmetric recurrent connections. NIPS (2001)
Martin A. Giese, Tomaso A. Poggio
Morphable Models for the Analysis and Synthesis of Complex Motion Patterns. Int. J. Comput. Vis. 38 (1) (2000)
Martin A. Giese, Gregor Schöner, Howard S. Hock
Neural Field Dynamics for Motion Perception. ICANN (1996)
Dirk Jancke, Amir C. Akhavan, Wolfram Erlhagen, Martin A. Giese, Axel Steinhage, Gregor Schöner, Hubert R. Dinse
Population Coding in Cat Visual Cortex Reveals Nonlinear Interactions as Predicted by a Neural Field Model. ICANN (1996)
Martin A. Giese, T. M. H. Dijkstra, Gregor Schöner, C. C. A. M. Gielen
Identification of the nonlinear state-space dynamics of the action-perception cycle for visually induced postural sway. Biol. Cybern. 74 (5) (1996)
Martin A. Giese, Gregor Schöner, Howard S. Hock
The Dynamics of the Perceptual Organization in Apparent Motion. SNN Symposium on Neural Networks (1995)
T. M. H. Dijkstra, Gregor Schöner, Martin A. Giese, C. C. A. M. Gielen
Frequency dependence of the action-perception cycle for postural control in a moving visual environment: relative phase dynamics. Biol. Cybern. 71 (6) (1994)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin A. Giese