Martin A. Giese

106 papers A* 2A 1B 5C 7Misc 3Journal 40Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations. CoRR Lucas Martini, Alexander Lappe, Anna Bognár, Rufin Vogels, Martin A. Giese
2026	J	`jnl`	Facial expression recognition based on multi-domain norm-referenced encoding. Neural Networks Michael Stettler, Alexander Lappe, Martin A. Giese
2025	J	`jnl`	Another BRIXEL in the Wall: Towards Cheaper Dense Features. CoRR Alexander Lappe, Martin A. Giese
2025	J	`jnl`	Neural encoding of biomechanically (im)possible human movements in occipitotemporal cortex. PLoS Comput. Biol. Giuseppe Marrazzo, Federico De Martino, Albert Mukovskiy, Martin A. Giese, Béatrice de Gelder
2025	J	`jnl`	Register and CLS tokens yield a decoupling of local and global features in large ViTs. CoRR Alexander Lappe, Martin A. Giese
2025	J	`jnl`	Single-Example Learning in a Mixture of GPDMs with Latent Geometries. CoRR Jesse St. Amand, Leonardo Gizzi, Martin A. Giese
2025	—	`conf`	iAssistADL: Intelligent Assistive Device for Patients with Neurodegenerative Movement Disorder: Concepts and First Implementations. ICORR Winfried Ilg, Isabell Wochner, Jhon P. F. Charaja, Veronika Hofmann, Ole Strenge, Melanie Adam, Regine Lendway, Jan Kerner, Bhavya Deep Vashisht, Marko Ackermann, Friedemann Bunjes, Urs Schneider, Martin A. Giese, Andreas Bulling, Syn Schmitt, Christophe Maufroy, Daniel F. B. Haeufle
2024	—	`conf`	Generating Realistic Arm Movements in Reinforcement Learning: A Quantitative Comparison of Reward Terms and Task Requirements. BioRob Jhon Charaja, Isabell Wochner, Pierre Schumacher, Winfried Ilg, Martin A. Giese, Christophe Maufroy, Andreas Bulling, Syn Schmitt, Georg Martius, Daniel F. B. Haeufle
2024	J	`jnl`	Generating Realistic Arm Movements in Reinforcement Learning: A Quantitative Comparison of Reward Terms and Task Requirements. CoRR Jhon Charaja, Isabell Wochner, Pierre Schumacher, Winfried Ilg, Martin A. Giese, Christophe Maufroy, Andreas Bulling, Syn Schmitt, Daniel F. B. Haeufle
2024	J	`jnl`	Lessons learned from a multimodal sensor-based eHealth approach for treating pediatric obsessive-compulsive disorder. Frontiers Digit. Health Carolin S. Klein, Karsten Hollmann, Jan Kühnhausen, Annika K. Alt, Anja Pascher, Lennart Seizer, Jonas Primbs, Winfried Ilg, Annika Thierfelder, Björn Severitt, Helene Passon, Ursula Wörz, Heinrich Lautenbacher, Wolfgang A. Bethge, Johanna Löchner, Martin Holderried, Walter Swoboda, Enkelejda Kasneci, Martin A. Giese, Christian Ernst, Gottfried M. Barth, Annette Conzelmann, Michael Menth, Caterina Gawrilow, Tobias J. Renner
2024	A*	`conf`	Parallel Backpropagation for Shared-Feature Visualization. NeurIPS Alexander Lappe, Anna Bognár, Ghazaleh Ghamkhari Nejad, Albert Mukovskiy, Lucas Martini, Martin A. Giese, Rufin Vogels
2024	J	`jnl`	Parallel Backpropagation for Shared-Feature Visualization. CoRR Alexander Lappe, Anna Bognár, Ghazaleh Ghamkhari Nejad, Albert Mukovskiy, Lucas Martini, Martin A. Giese, Rufin Vogels
2024	—	`conf`	Quantifying Human Upper Limb Stiffness Responses Based on a Computationally Efficient Neuromusculoskeletal Arm Model. BioRob Maria Sapounaki, Pierre Schumacher, Winfried Ilg, Martin A. Giese, Christophe Maufroy, Andreas Bulling, Syn Schmitt, Daniel F. B. Haeufle, Isabell Wochner
2023	—	`conf`	Generating Sparse Counterfactual Explanations for Multivariate Time Series. ICANN (6) Jana Lang, Martin A. Giese, Winfried Ilg, Sebastian Otte
2023	J	`jnl`	Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition. CoRR Michael Stettler, Alexander Lappe, Nick Taubert, Martin A. Giese
2023	—	`conf`	Neurodynamical Model of the Visual Recognition of Dynamic Bodily Actions from Silhouettes. ICANN (2) Prerana Kumar, Nick Taubert, Rajani Raman, Anna Bognár, Ghazaleh Ghamkhari Nejad, Rufin Vogels, Martin A. Giese
2023	—	`conf`	One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis. ICANN (10) Jens Seemann, Tim Loris, Lukas Weber, Matthis Synofzik, Martin A. Giese, Winfried Ilg
2023	J	`jnl`	The contribution of dynamics to macaque body and face patch responses. NeuroImage Anna Bognár, Rajani Raman, Nick Taubert, Yordanka Zafirova, Baichen Li, Martin A. Giese, Béatrice de Gelder, Rufin Vogels
2022	J	`jnl`	Generating Sparse Counterfactual Explanations For Multivariate Time Series. CoRR Jana Lang, Martin A. Giese, Winfried Ilg, Sebastian Otte
2022	—	`conf`	Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment. EMBC 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
2022	J	`jnl`	Toward a unifying framework for the modeling and identification of motor primitives. Frontiers Comput. Neurosci. Enrico Chiovetto, Alessandro Salatiello, Andrea d'Avella, Martin A. Giese
2021	J	`jnl`	A Dynamical Generative Model of Social Interactions. Frontiers Neurorobotics Alessandro Salatiello, Mohammad Hovaidi-Ardestani, Martin A. Giese
2021	B	`conf`	Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses. IJCNN Alessandro Salatiello, Martin A. Giese
2021	J	`jnl`	Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses. CoRR Alessandro Salatiello, Martin A. Giese
2021	—	`conf`	Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification. ICANN (4) Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte
2021	J	`jnl`	Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification. CoRR Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte
2021	—	`conf`	Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation. ICANN (3) Nick Taubert, Martin A. Giese
2020	—	`conf`	Detecting and Quantifying Ataxia-Related Motor Impairments in Rodents Using Markerless Motion Tracking With Deep Neural Networks. EMBC Jana Lang, Eva Haas, Jeannette Hübener-Schmid, Collin J. Anderson, Stefan M. Pulst, Martin A. Giese, Winfried Ilg
2020	—	`conf`	Physiologically-Inspired Neural Circuits for the Recognition of Dynamic Faces. ICANN (1) Michael Stettler, Nick Taubert, Tahereh Azizpour, Ramona Siebert, Silvia Spadacenta, Peter W. Dicke, Peter Thier, Martin A. Giese
2020	—	`conf`	Reactive Hand Movements from Arm Kinematics and EMG Signals Based on Hierarchical Gaussian Process Dynamical Models. ICANN (1) Nick Taubert, Jesse St. Amand, Prerana Kumar, Leonardo Gizzi, Martin A. Giese
2020	—	`conf`	Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. ICANN (1) Alessandro Salatiello, Martin A. Giese
2020	J	`jnl`	Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. CoRR Alessandro Salatiello, Martin A. Giese
2019	J	`jnl`	Compliant Humanoids Moving Toward Rehabilitation Applications: Transparent Integration of Real-Time Control, Whole-Body Motion Generation, and Virtual Reality. IEEE Robotics Autom. Mag. Pouya Mohammadi, Enrico Mingo Hoffman, Niels Dehio, Milad S. Malekzadeh, Martin A. Giese, Nikos G. Tsagarakis, Jochen J. Steil
2019	A*	`conf`	Human-inspired balance model to account for foot-beam interaction mechanics. ICRA Jongwoo Lee, Meghan E. Huber, Enrico Chiovetto, Martin A. Giese, Dagmar Stemad, Neville Hogan
2018	—	`conf`	Neural Model for the Visual Recognition of Animacy and Social Interaction. ICANN (3) Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martínez, Martin A. Giese
2018	A	`conf`	Real-time Control of Whole-body Robot Motion and Trajectory Generation for Physiotherapeutic Juggling in VR. IROS Pouya Mohammadi, Milad Malekzadeh Shafaroudi, Jindrich Kodl, Albert Mukovskiy, Dennis Leroy Wigand, Martin A. Giese, Jochen J. Steil
2017	J	`jnl`	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. Albert Mukovskiy, Christian Vassallo, Maximilien Naveau, Olivier Stasse, Philippe Souères, Martin A. Giese
2017	—	`ch.`	Modeling of Coordinated Human Body Motion by Learning of Structured Dynamic Representations. Geometric and Numerical Foundations of Movements Albert Mukovskiy, Nick Taubert, Dominik M. Endres, Christian Vassallo, Maximilien Naveau, Olivier Stasse, Philippe Souères, Martin A. Giese
2017	—	`conf`	Neurodynamical Model for the Coupling of Action Perception and Execution. ICANN (1) Mohammad Hovaidi-Ardestani, Vittorio Caggiano, Martin A. Giese
2016	—	`conf`	Adaptation of walking ground reaction forces to changes in ground stiffness properties. BioRob Adrien Pajon, Enrico Chiovetto, Colleen Monaghan, Martin A. Giese, Abderrahmane Kheddar
2016	—	`conf`	Joint torque analysis of push recovery motions during human walking. BioRob R. Malin Schemschat, Debora Clever, Martin L. Felis, Enrico Chiovetto, Martin A. Giese, Katja D. Mombaur
2016	—	`conf`	Neural Model for the Influence of Shading on the Multistability of the Perception of Body Motion. IJCCI (NCTA) Leonid Fedorov, Joris Vangeneugden, Martin A. Giese
2016	—	`ch.`	Perceptual Robotics. Springer Handbook of Robotics, 2nd Ed. Heinrich H. Bülthoff, Christian Wallraven, Martin A. Giese
2016	—	`conf`	Phenomenological Model for the Adapatation of Shape-Selective Neurons in Area IT. ICANN (1) Martin A. Giese, Pradeep Kuravi, Rufin Vogels
2015	J	`jnl`	Brain activity correlates with emotional perception induced by dynamic avatars. NeuroImage Hagar Goldberg, Andrea Christensen, Tamar Flash, Martin A. Giese, Rafael Malach
2015	J	`jnl`	Editorial: Modularity in motor control: from muscle synergies to cognitive action representation. Frontiers Comput. Neurosci. Andrea d'Avella, Martin A. Giese, Yuri P. Ivanenko, Thomas Schack, Tamar Flash
2015	J	`jnl`	Modeling of Predictive Human Movement Coordination Patterns for Applications in Computer Graphics. J. WSCG Albert Mukovskiy, William M. Land, Thomas Schack, Martin A. Giese
2014	—	`conf`	Bayesian Approaches for Learning of Primitive-Based Compact Representations of Complex Human Activities. Dance Notations and Robot Motion Dominik M. Endres, Enrico Chiovetto, Martin A. Giese
2014	C	`conf`	Coupling Gaussian Process Dynamical Models with Product-of-Experts Kernels. ICANN Dmytro Velychko, Dominik M. Endres, Nick Taubert, Martin A. Giese
2014	J	`jnl`	Learning Representations of Animated Motion Sequences - A Neural Model. Top. Cogn. Sci. Georg Layher, Martin A. Giese, Heiko Neumann
2014	J	`jnl`	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 Sabrina Schneider, Andrea Christensen, Florian B. Häußinger, Andreas J. Fallgatter, Martin A. Giese, Ann-Christine Ehlis
2014	C	`conf`	Skeleton Model for the Neurodynamics of Visual Action Representations. ICANN Martin A. Giese
2013	B	`conf`	A virtual reality setup for controllable, stylized real-time interactions between humans and avatars with sparse Gaussian process dynamical models. SAP Nick Taubert, Martin Löffler, Nicolas Ludolph, Andrea Christensen, Dominik M. Endres, Martin A. Giese
2013	J	`jnl`	Dynamically stable control of articulated crowds. J. Comput. Sci. Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
2013	B	`conf`	High level influences on visual action recognition. CogSci Stephan de la Rosa, Stephan Streuber, Martin A. Giese, Heinrich H. Bülthoff, Cristóbal Curio
2013	B	`conf`	Learning Representations of Animated Motion Sequences - A Neural Model. CogSci Georg Layher, Martin A. Giese, Heiko Neumann
2013	J	`jnl`	Model selection for the extraction of movement primitives. Frontiers Comput. Neurosci. Dominik Maria Endres, Enrico Chiovetto, Martin A. Giese
2013	J	`jnl`	Segmenting sign language into motor primitives with Bayesian binning. Frontiers Comput. Neurosci. Dominik M. Endres, Yaron Meirovitch, Tamar Flash, Martin A. Giese
2012	—	`conf`	Learning Representations for Animated Motion Sequence and Implied Motion Recognition. ICANN (1) Georg Layher, Martin A. Giese, Heiko Neumann
2012	B	`conf`	Online simulation of emotional interactive behaviors with hierarchical Gaussian process dynamical models. SAP Nick Taubert, Andrea Christensen, Dominik M. Endres, Martin A. Giese
2012	C	`conf`	Understanding the Semantic Structure of Human fMRI Brain Recordings with Formal Concept Analysis. ICFCA Dominik M. Endres, Ruth Adam, Martin A. Giese, Uta Noppeney
2011	J	`jnl`	Analysis and Design of the Dynamical Stability of Collective Behavior in Crowds. J. WSCG Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
2011	J	`jnl`	Anechoic Blind Source Separation Using Wigner Marginals. J. Mach. Learn. Res. Lars Omlor, Martin A. Giese
2011	J	`jnl`	Emulating human observers with bayesian binning: Segmentation of action streams. ACM Trans. Appl. Percept. Dominik M. Endres, Andrea Christensen, Lars Omlor, Martin A. Giese
2011	Misc	`conf`	Gates for Handling Occlusion in Bayesian Models of Images: An Initial Study. KI Daniel Oberhoff, Dominik M. Endres, Martin A. Giese, Marina Kolesnik
2011	—	`conf`	Hooligan detection: The effects of saliency and expert knowledge. ICDP Dominik M. Endres, Heiko Neumann, Marina Kolesnik, Martin A. Giese
2011	—	`ed.`	Proceedings of the 8th Symposium on Applied Perception in Graphics and Visualization, APGV 2011, Toulouse, France, August 27-28, 2011 APGV Rachel McDonnell, Simon J. Thorpe, Stephen N. Spencer, Diego Gutierrez, Martin A. Giese
2011	Misc	`conf`	Segmentation of Action Streams Human Observers vs. Bayesian Binning. KI Dominik M. Endres, Andrea Christensen, Lars Omlor, Martin A. Giese
2011	Misc	`conf`	Shaking Hands in Latent Space - Modeling Emotional Interactions with Gaussian Process Latent Variable Models. KI Nick Taubert, Dominik M. Endres, Andrea Christensen, Martin A. Giese
2010	—	`conf`	Design of the dynamic stability properties of the collective behavior of articulated bipeds. Humanoids Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
2009	C	`conf`	Bio-inspired Approach for the Recognition of Goal-Directed Hand Actions. CAIP Falk Fleischer, Antonino Casile, Martin A. Giese
2009	—	`conf`	Design of Dynamical Stability Properties in Character Animation. VRIPHYS Aee-Ni Park, Albert Mukovskiy, Jean-Jacques E. Slotine, Martin A. Giese
2009	—	`conf`	View-independent recognition of grasping actions with a cortex-inspired model. Humanoids Falk Fleischer, Antonino Casile, Martin A. Giese
2008	—	`conf`	Neural Model for the Visual Recognition of Goal-Directed Movements. ICANN (2) Falk Fleischer, Antonino Casile, Martin A. Giese
2008	—	`ch.`	Perceptual Robotics. Springer Handbook of Robotics Heinrich H. Bülthoff, Christian Wallraven, Martin A. Giese
2008	—	`conf`	Probing dynamic human facial action recognition from the other side of the mean. APGV Cristóbal Curio, Martin A. Giese, Martin Breidt, Mario Kleiner, Heinrich H. Bülthoff
2008	—	`conf`	Real-Time Synthesis of Body Movements Based on Learned Primitives. Statistical and Geometrical Approaches to Visual Motion Analysis Martin A. Giese, Albert Mukovskiy, Aee-Ni Park, Lars Omlor, Jean-Jacques E. Slotine
2008	—	`conf`	Selforganization of character behavior by mixing of learned movement primitives. VMV Albert Mukovskiy, Aee-Ni Park, Lars Omlor, Jean-Jacques E. Slotine, Martin A. Giese
2007	J	`jnl`	Extraction of spatio-temporal primitives of emotional body expressions. Neurocomputing Lars Omlor, Martin A. Giese
2007	—	`conf`	Learning of Translation-Invariant Independent Components: Multivariate Anechoic Mixtures. ICA Lars Omlor, Martin A. Giese
2006	—	`conf`	Blind source separation for over-determined delayed mixtures. NIPS Lars Omlor, Martin A. Giese
2006	—	`conf`	Semantic 3D motion retargeting for facial animation. APGV Cristóbal Curio, Martin Breidt, Mario Kleiner, Quoc C. Vuong, Martin A. Giese, Heinrich H. Bülthoff
2006	—	`conf`	Unsupervised Learning of Spatio-temporal Primitives of Emotional Gait. PIT Lars Omlor, Martin A. Giese
2005	—	`conf`	Combining View-Based and Model-Based Tracking of Articulated Human Movements. WACV/MOTION Cristóbal Curio, Martin A. Giese
2005	—	`conf`	Learning Features of Intermediate Complexity for the Recognition of Biological Motion. ICANN (1) Rodrigo Sigala, Thomas Serre, Tomaso A. Poggio, Martin A. Giese
2005	J	`jnl`	Physiologically inspired neural model for the encoding of face spaces. Neurocomputing Martin A. Giese, David A. Leopold
2005	—	`conf`	Trajectory synthesis by hierarchical spatio-temporal correspondence: comparison of different methods. APGV Johannes Mezger, Winfried Ilg, Martin A. Giese
2004	J	`jnl`	On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics. Int. J. Humanoid Robotics Winfried Ilg, Gökhan H. Bakir, Johannes Mezger, Martin A. Giese
2004	—	`ed.`	Pattern Recognition, 26th DAGM Symposium, August 30 - September 1, 2004, Tübingen, Germany, Proceedings DAGM-Symposium Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese
2003	—	`conf`	Estimation of Skill Levels in Sports Based on Hierarchical Spatio-Temporal Correspondences. DAGM-Symposium Winfried Ilg, Johannes Mezger, Martin A. Giese
2003	J	`jnl`	Learning recurrent neural models with minimal complexity from neural tuning data. Neurocomputing Martin A. Giese
2003	C	`conf`	Roles of Motion and Form in Biological Motion Recognition. ICANN Antonino Casile, Martin A. Giese
2002	—	`conf`	Automatic Synthesis of Sequences of Human Movements by Linear Combination of Learned Example Patterns. Biologically Motivated Computer Vision Martin A. Giese, Barbara Knappmeyer, Heinrich H. Bülthoff
2002	J	`jnl`	Biophysiologically Plausible Implementations of the Maximum Operation. Neural Comput. Angela J. Yu, Martin A. Giese, Tomaso A. Poggio
2002	J	`jnl`	Exact solution of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity. Neurocomputing Martin A. Giese, Xiaohui Xie
2002	J	`jnl`	Formation of pinwheels of preferred orientation by learning sparse neural representations of natural images. Neurocomputing A. Moukovski, D. M. Gorinevski, Martin A. Giese, Werner von Seelen
2002	—	`conf`	Modeling of Movement Sequences Based on Hierarchical Spatial-Temporal Correspondence of Movement Primitives. Biologically Motivated Computer Vision Winfried Ilg, Martin A. Giese
2002	—	`conf`	Prototypes of Biological Movements in Brains and Machines. Biologically Motivated Computer Vision Martin A. Giese
2001	—	`conf`	Generating velocity tuning by asymmetric recurrent connections. NIPS Xiaohui Xie, Martin A. Giese
2000	J	`jnl`	Morphable Models for the Analysis and Synthesis of Complex Motion Patterns. Int. J. Comput. Vis. Martin A. Giese, Tomaso A. Poggio
1998	—	`—`	A dynamical model for the perceptual organization of apparent motion = (Ein dynamisches Modell für die perzeptuelle Organisation von Scheinbewegung). Martin A. Giese
1996	J	`jnl`	Identification of the nonlinear state-space dynamics of the action-perception cycle for visually induced postural sway. Biol. Cybern. Martin A. Giese, T. M. H. Dijkstra, Gregor Schöner, C. C. A. M. Gielen
1996	C	`conf`	Neural Field Dynamics for Motion Perception. ICANN Martin A. Giese, Gregor Schöner, Howard S. Hock
1996	C	`conf`	Population Coding in Cat Visual Cortex Reveals Nonlinear Interactions as Predicted by a Neural Field Model. ICANN Dirk Jancke, Amir C. Akhavan, Wolfram Erlhagen, Martin A. Giese, Axel Steinhage, Gregor Schöner, Hubert R. Dinse
1995	—	`conf`	The Dynamics of the Perceptual Organization in Apparent Motion. SNN Symposium on Neural Networks Martin A. Giese, Gregor Schöner, Howard S. Hock
1994	J	`jnl`	Frequency dependence of the action-perception cycle for postural control in a moving visual environment: relative phase dynamics. Biol. Cybern. T. M. H. Dijkstra, Gregor Schöner, Martin A. Giese, C. C. A. M. Gielen