Günther Palm

Publication Activity (10 Years)

Years Active: 1989-2020
Publications (10 Years): 19

Top Venues

ANNPR

CoRR

IJCNN

J. Multimodal User Interfaces

Publications

Andreas Knoblauch, Günther Palm
Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory. Neural Comput. 32 (1) (2020)
Günther Palm, Friedhelm Schwenker
Artificial Development by Reinforcement Learning Can Benefit From Multiple Motivations. Frontiers Robotics AI 6 (2019)
Andreas Knoblauch, Günther Palm
Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods. ICANN (1) (2019)
Adrián T. Ruiz, Patrick Thiam, Friedhelm Schwenker, Günther Palm
A k -Nearest Neighbor Based Algorithm for Multi-Instance Multi-Label Active Learning. ANNPR (2018)
Adrián T. Ruiz, Julian Equihua, Santiago Martínez, Everardo Robredo, Günther Palm, Friedhelm Schwenker
Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests Classification. CIARP (2018)
Patrick Thiam, Sascha Meudt, Günther Palm, Friedhelm Schwenker
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection. Neural Process. Lett. 48 (2) (2018)
Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker
Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. FG (2017)
Taye Girma Debelee, Mohammadreza Amirian, Achim Ibenthal, Günther Palm, Friedhelm Schwenker
Classification of Mammograms Using Convolutional Neural Network Based Feature Extraction. ICT4DA (2017)
Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. 8 (1) (2017)
Günther Palm
Neural Information Processing in Cognition: We Start to Understand the Orchestra, but Where is the Conductor? Frontiers Comput. Neurosci. 10 (2016)
Patrick Thiam, Sascha Meudt, Friedhelm Schwenker, Günther Palm
Active Learning for Speech Event Detection in HCI. ANNPR (2016)
Markus Kächele, Martin Schels, Sascha Meudt, Günther Palm, Friedhelm Schwenker
Revisiting the EmotiW challenge: how wild is it really? J. Multimodal User Interfaces 10 (2) (2016)
Markus Thom, Matthias Rapp, Günther Palm
Efficient Dictionary Learning with Sparseness-Enforcing Projections. CoRR (2016)
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. 10 (5) (2016)
Markus Thom, Günther Palm
Sparse Activity and Sparse Connectivity in Supervised Learning. CoRR (2016)
Michael Glodek, Georg Layher, Heiko Neumann, Susanne Biundo, Günther Palm
On Stacking Probabilistic Temporal Models with Bidirectional Information Flow. Probabilistic Graphical Models (2016)
Markus Schneider, Wolfgang Ertel, Günther Palm
Constant Time EXPected Similarity Estimation for Large-Scale Anomaly Detection. ECAI (2016)
Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
Audio-Visual Recognition of Pain Intensity. MPRSS (2016)
Viktor Kessler, Markus Kächele, Sascha Meudt, Friedhelm Schwenker, Günther Palm
Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain. ANNPR (2016)
Michael Glodek, Frank Honold, Thomas Geier, Gerald Krell, Florian Nothdurft, Stephan Reuter, Felix Schüssel, Thilo Hörnle, Klaus C. J. Dietmayer, Wolfgang Minker, Susanne Biundo, Michael Weber, Günther Palm, Friedhelm Schwenker
Fusion paradigms in cognitive technical systems for human-computer interaction. Neurocomputing 161 (2015)
Markus Schneider, Wolfgang Ertel, Günther Palm
Constant Time EXPected Similarity Estimation using Stochastic Optimization. CoRR (2015)
Markus Schneider, Wolfgang Ertel, Günther Palm
Expected similarity estimation for large scale anomaly detection. IJCNN (2015)
E. Bavafaye-Haghighi, Günther Palm, Mohammad Rahmati, Mohammad Javad Yazdanpanah
A new class of multi-stable neural networks: Stability analysis and learning process. Neural Networks 65 (2015)
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN (2015)
Markus Kächele, Stefanie Rukavina, Günther Palm, Friedhelm Schwenker, Martin Schels
Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. ICPRAM (1) (2015)
Richard Cubek, Wolfgang Ertel, Günther Palm
A Critical Review on the Symbol Grounding Problem as an Issue of Autonomous Agents. KI (2015)
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels
Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. AVEC@ACM Multimedia (2015)
Richard Cubek, Wolfgang Ertel, Günther Palm
High-level learning from demonstration with conceptual spaces and subspace clustering. ICRA (2015)
Markus Schneider, Wolfgang Ertel, Günther Palm
Kernel Feature Maps from Arbitrary Distance Metrics. KI (2015)
Markus Kächele, Günther Palm, Friedhelm Schwenker
SMO Lattices for the Parallel Training of Support Vector Machines. ESANN (2015)
Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS (2015)
Markus Thom, Matthias Rapp, Günther Palm
Efficient Dictionary Learning with Sparseness-Enforcing Projections. Int. J. Comput. Vis. 114 (2-3) (2015)
Markus Kächele, Günther Palm, Friedhelm Schwenker
Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions. MPRSS (2014)
Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker
On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. MA3HMI@INTERSPEECH (2014)
Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker
Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. ERM4HCI@ICMI (2014)
Elham Bavafaye Haghighi, Mohammad Rahmati, Saeed Shiry Ghidary, Günther Palm
Mapping to optimal regions; A new method for multi-class classification task to reduce complexity. AI Commun. 27 (4) (2014)
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR (2014)
Michael Glodek, Martin Schels, Friedhelm Schwenker, Günther Palm
Combination of sequential class distributions from multiple channels using Markov fusion networks. J. Multimodal User Interfaces 8 (3) (2014)
Miriam Schmidt, Günther Palm, Friedhelm Schwenker
Spectral graph features for the classification of graphs and graph sequences. Comput. Stat. 29 (1) (2014)
Mohamed Oubbati, Christian Fischer, Günther Palm
Intrinsically Motivated Decision Making for Situated, Goal-Driven Agents. SAB (2014)
Stefan Glüge, Ronald Böck, Günther Palm, Andreas Wendemuth
Learning long-term dependencies in segmented-memory recurrent neural networks with backpropagation of error. Neurocomputing 141 (2014)
Michael Glodek, Georg Layher, Felix Heilemann, Florian Gawrilowicz, Günther Palm, Friedhelm Schwenker, Heiko Neumann
uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances. MPRSS (2014)
Günther Palm, Andreas Knoblauch, Florian Hauser, Almut Schüz
Cell assemblies in the cerebral cortex. Biol. Cybern. 108 (5) (2014)
Raimar Wagner, Markus Thom, Roland Schweiger, Günther Palm, Albrecht Rothermel
Learning convolutional neural networks from few samples. IJCNN (2013)
Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker
On the discovery of events in EEG data utilizing information fusion. Comput. Stat. 28 (1) (2013)
Michel Tokic, Friedhelm Schwenker, Günther Palm
Meta-Learning of Exploration and Exploitation Parameters with Replacing Eligibility Traces. PSL (2013)
Markus Thom, Günther Palm
Sparse activity and sparse connectivity in supervised learning. J. Mach. Learn. Res. 14 (1) (2013)
Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm
Hidden Markov models with graph densities for action recognition. IJCNN (2013)
Günther Palm
Neural associative memories and sparse coding. Neural Networks 37 (2013)
Markus Thom, Günther Palm
Efficient Sparseness-Enforcing Projections CoRR (2013)
Michael Glodek, Thomas Geier, Susanne Biundo, Friedhelm Schwenker, Günther Palm
Recognizing User Preferences Based on Layered Activity Recognition and First-Order Logic. ICTAI (2013)
Miriam Schmidt, Günther Palm, Friedhelm Schwenker
On Graph-Associated Matrices and Their Eigenvalues for Optical Character Recognition. ANNPR (2012)
Michel Tokic, Günther Palm
Adaptive Exploration Using Stochastic Neurons. ICANN (2) (2012)
Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. ICPR (2012)
Magdalena Szczot, Otto Löhlein, Günther Palm
Dempster-Shafer Fusion of Context Sources for Pedestrian Recognition. Belief Functions (2012)
Andreas Knoblauch, Florian Hauser, Marc-Oliver Gewaltig, Edgar Körner, Günther Palm
Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony? Frontiers Comput. Neurosci. 6 (2012)
Mohamed Oubbati, Johannes Uhlemann, Günther Palm
Adaptive Learning in Continuous Environment Using Actor-Critic Design and Echo-State Networks. SAB (2012)
Michael Glodek, Friedhelm Schwenker, Günther Palm
Detecting Actions by Integrating Sequential Symbolic and Sub-symbolic Information in Human Activity Recognition. MLDM (2012)
Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
Multiple classifier combination using reject options and markov fusion networks. ICMI (2012)
Michel Tokic, Günther Palm
Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants. ANNPR (2012)
Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm
Revisiting AVEC 2011 - An Information Fusion Architecture. WIRN (2012)
Michael Glodek, Georg Layher, Friedhelm Schwenker, Günther Palm
Recognizing Human Activities Using a Layered Markov Architecture. ICANN (1) (2012)
Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm
A generic framework for the inference of user states in human computer interaction. J. Multimodal User Interfaces 6 (3-4) (2012)
Stefan Scherer, Michael Glodek, Friedhelm Schwenker, Nick Campbell, Günther Palm
Spotting laughter in natural multiparty conversations: A comparison of automatic online and offline approaches using audiovisual data. ACM Trans. Interact. Intell. Syst. 2 (1) (2012)
Günther Palm, Michael Glodek
Towards Emotion Recognition in Human Computer Interaction. WIRN (2012)
Miriam Heilemann, Günther Palm
Automatisierte Verifikation des Designs der grafischen Benutzeroberfläche von Infotainmentsystemen mit einem Bayes'schen Netzwerk. GI-Jahrestagung (2011)
Markus Gressmann, Günther Palm, Otto Löhlein
Surround view pedestrian detection using heterogeneous classifier cascades. ITSC (2011)
Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker
Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) (2011)
Petia D. Koprinkova-Hristova, Günther Palm
ESN Intrinsic Plasticity versus Reservoir Stability. ICANN (1) (2011)
Michel Tokic, Günther Palm
Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax. KI (2011)
Hans A. Kestler, Ludwig Lausser, Wolfgang Lindner, Günther Palm
On the fusion of threshold classifiers for categorization and dimensionality reduction. Comput. Stat. 26 (2) (2011)
Johann M. Kraus, Christoph Müssel, Günther Palm, Hans A. Kestler
Multi-objective selection for collecting cluster alternatives. Comput. Stat. 26 (2) (2011)
Markus Thom, Roland Schweiger, Günther Palm
Supervised Matrix Factorization with sparseness constraints and fast inference. IJCNN (2011)
Stefan Scherer, Martin Schels, Günther Palm
How Low Level Observations Can Help to Reveal the User's State in HCI. ACII (2) (2011)
David Bouchain, Florian Hauser, Günther Palm
A Framework for Application-Oriented Design of Large-Scale Neural Networks. ICANN (2) (2011)
Mohamed Oubbati, Josef Frick, Günther Palm
A Distributed Behavioral Model Using Neural Fields. ICANN (2) (2011)
Markus Thom, Roland Schweiger, Günther Palm
Training of Sparsely Connected MLPs. DAGM-Symposium (2011)
Mohamed Oubbati, Günther Palm
A neural framework for adaptive robot control. Neural Comput. Appl. 19 (1) (2010)
Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Günther Palm
Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs. ICANN (2) (2010)
Petia D. Koprinkova-Hristova, Günther Palm
Adaptive Critic Design with ESN Critic for Bioprocess Optimization. ICANN (2) (2010)
Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
When classifier selection meets information theory: A unifying view. SoCPaR (2010)
Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
Semi-supervised learning for tree-structured ensembles of RBF networks with Co-Training. Neural Networks 23 (4) (2010)
Mohamed Oubbati, Bahram Kord, Günther Palm
Learning Robot-Environment Interaction Using Echo State Networks. SAB (2010)
Petia D. Koprinkova-Hristova, Mohamed Oubbati, Günther Palm
Adaptive Critic Design with Echo State Network. SMC (2010)
Magdalena Szczot, Julian Forster, Otto Löhlein, Günther Palm
Package Boosting for Readaption of Cascaded Classifiers. ICPR (2010)
Andreas Knoblauch, Günther Palm, Friedrich T. Sommer
Memory Capacities for Synaptic and Structural Plasticity. Neural Comput. 22 (2) (2010)
Florian Hauser, David Bouchain, Günther Palm
Simple Constraints for Zero-Lag Synchronous Oscillations under STDP. ICANN (1) (2010)
Mohamed Oubbati, Wolfgang Holoch, Günther Palm
Neural fields for complex behavior generation on autonomous robots. IJCNN (2009)
Friedhelm Schwenker, Stefan Scherer, Yasmine M. Magdi, Günther Palm
The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech. ICANN (1) (2009)
Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
Semi-supervised Learning for Regression with Co-training by Committee. ICANN (1) (2009)
Heiner Markert, Ulrich Kaufmann, Zöhre Kara Kayikci, Günther Palm
Neural associative memories for the integration of language, vision and action in an autonomous agent. Neural Networks 22 (2) (2009)
Florian Hauser, David Bouchain, Günther Palm
Coexistence of Cell Assemblies and STDP. ICANN (1) (2009)
Ludwig Lausser, Friedhelm Schwenker, Günther Palm
Detecting zebra crossings utilizing AdaBoost. ESANN (2008)
Petra-Maria Strauß, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Günther Palm, Stefan Scherer, Harald C. Traue, Ulrich Weidenbacher
The PIT Corpus of German Multi-Party Dialogues. LREC (2008)
Zöhre Kara Kayikci, Günther Palm
Word recognition and incremental learning based on neural associative memories and hidden Markov models. ESANN (2008)
Mohamed Farouk Abdel Hady, Friedhelm Schwenker, Günther Palm
Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training. ICANN (1) (2008)
Mohamed Farouk Abdel Hady, Günther Palm, Friedhelm Schwenker
Multi-View Forests of Tree-Structured Radial Basis Function Networks Based on Dempster-Shafer Evidence Theory. ESANN (2008)
Stefan Scherer, Mohamed Oubbati, Friedhelm Schwenker, Günther Palm
Real-Time Emotion Recognition Using Echo State Networks. PIT (2008)
Stefan Scherer, Mohamed Oubbati, Friedhelm Schwenker, Günther Palm
Real-Time Emotion Recognition from Speech Using Echo State Networks. ANNPR (2008)
Christian Thiel, Ferdinando Giacco, Friedhelm Schwenker, Günther Palm
Comparison of Neural Classification Algorithms Applied to Land Cover Mapping. WIRN (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Günther Palm