Schur parametrization of symmetric indefinite matrices. - Klaus Diepold; Rainer Pauli (ICASSP, 1991)

Schur parametrization of symmetric matrices with any rank profile. - Klaus Diepold; Rainer Pauli (ICASSP, 1992)

Embedding of non-contractive systems in lossless realizations. - Klaus Diepold; Rainer Pauli (ISCAS, 1993)

Actions of noncompact groups and algorithm design: a case study. - Klaus Diepold; Rainer Pauli (ICASSP, 1997)

Authentication of MPEG-4-based surveillance video. - Michael Pramateftakis; Tobias Oelbaum; Klaus Diepold (ICIP, 2004)

MPEG-A: Multimedia Application Formats. - Klaus Diepold; Fernando Pereira 001; Wo Chang (IEEE Multim., 2005)

Open Standards - a Cure for Digital Rights Management? - Michael Pramateftakis; Klaus Diepold (Managing Development and Application of Digital Technologies, 2006)

A Novel Humanoid Binaural 3D Sound Localization and Separation Algorithm. - Fakheredine Keyrouz; Werner Maier 001; Klaus Diepold (Humanoids, 2006)

A New Method for Binaural 3-D Localization Based on Hrtfs. - Fakheredine Keyrouz; Youssef Naous; Klaus Diepold (ICASSP (5), 2006)

Automatic Model-Order Selection for PCA. - Michel Sarkis; Zaher Dawy; Florian Obermeier; Klaus Diepold (ICIP, 2006)

Performance of Optical Flow Techniques on Graphics Hardware. - Marko Durkovic; Michael Zwick; Florian Obermeier; Klaus Diepold (ICME, 2006)

A Semi-automatic 3D Reconstruction Algorithm for Telepresence. - Michel Sarkis; Klaus Diepold (ISVC (2), 2006)

Robust 3D Robotic Sound Localization Using State-Space HRTF Inversion. - Fakheredine Keyrouz; Klaus Diepold; Patrick M. Dewilde (ROBIO, 2006)

Fast Adaptive Graph-Cuts Based Stereo Matching. - Michel Sarkis; Nikolas Dörfler; Klaus Diepold (ACIVS, 2007)

High performance 3D sound localization for surveillance applications. - Fakheredine Keyrouz; Klaus Diepold; Shady Keyrouz (AVSS, 2007)

Modeling the Variation of the Intrinsic Parameters of an Automatic Zoom Camera System using Moving Least-Squares. - Michel Sarkis; Christian T. Senft; Klaus Diepold (CASE, 2007)

A reduced reference video quality metric for AVC/H.264. - Tobias Oelbaum; Klaus Diepold (EUSIPCO, 2007)

AES Cryptographic Modes of Operation for High-Speed Networks. - Mohamed Abo El-Fotouh; Klaus Diepold (HPCNCS, 2007)

A fast solution to the approximation of 3D scattered point data from stereo images using triangular meshes. - Michel Sarkis; Klaus Diepold (Humanoids, 2007)

Pose estimation of a moving humanoid using Gauss-Newton optimization on a manifold. - Michel Sarkis; Klaus Diepold; Knut Hüper (Humanoids, 2007)

A Fast and Robust Solution to the Five-Pint Relative Pose Problem using Gauss-Newton Optimization on a Manifold. - Michel Sarkis; Klaus Diepold; Knut Hueper (ICASSP (1), 2007)

A Novel Technique to Model the Variation of the Intrinsic Parameters of an Automatic Zoom Camera using Adaptive Delaunay Meshes Over Moving Least-Squares Surfaces. - Michel Sarkis; Christian T. Senft; Klaus Diepold (ICIP (5), 2007)

Complexity Constrained Robust Video Transmission for Hand-Held Devices. - Waqar Zia; Klaus Diepold; Thomas Stockhammer (ICIP (4), 2007)

Robotic binaural localization and separation of more than two concurrent sound sources. - Fakheredine Keyrouz; Werner Maier 001; Klaus Diepold (ISSPA, 2007)

Humanoid Binaural Sound Tracking Using Kalman Filtering and HRTFs. - Fakheredine Keyrouz; Klaus Diepold; Shady Keyrouz (RoMoCo, 2007)

AVC Intraprediction Mode Decision Based on 4x4 Integer Transform Coefficients. - Florian Obermeier; Marko Durkovic; Michael Zwick; Klaus Diepold (WIAMIS, 2007)

Statistical Testing for Disk Encryption Modes of Operations. - Mohamed Abo El-Fotouh; Klaus Diepold (IACR Cryptol. ePrint Arch., 2007)

Binaural Source Localization and Spatial Audio Reproduction for Telepresence Applications. - Fakheredine Keyrouz; Klaus Diepold (Presence Teleoperators Virtual Environ., 2007)

Dynamic Substitution Model. - Mohamed Abo El-Fotouh; Klaus Diepold (IAS, 2008)

A New Narrow Block Mode of Operations for Disk Encryption. - Mohamed Abo El-Fotouh; Klaus Diepold (IAS, 2008)

The Analysis of Windows Vista Disk Encryption Algorithm. - Mohamed Abo El-Fotouh; Klaus Diepold (DBSec, 2008)

Galois Substitution Counter Mode (GSCM). - Mohamed Abo El-Fotouh; Klaus Diepold (EDOCW, 2008)

Three dimensional object tracking based on audiovisual fusion using Particle Swarm Optimization. - Fakheredine Keyrouz; Ulrich Kirchmaier; Klaus Diepold (FUSION, 2008)

Efficient content adaptive mesh representation of an image using binary space partitions and singular value decomposition. - Michel Sarkis; Oliver Lorscheider; Klaus Diepold (ICASSP, 2008)

A Memory Efficient Network Encryption Scheme. - Mohamed Abo El-Fotouh; Klaus Diepold (ICETE (Selected Papers), 2008)

A New Narrow-Block Mode of Operation for Disk Encryption with Error Propagation. - Mohamed Abo El-Fotouh; Klaus Diepold (ICETE (Selected Papers), 2008)

Sparse stereo matching using belief propagation. - Michel Sarkis; Klaus Diepold (ICIP, 2008)

Complexity Aware Performance Enhancements for Mobile Video Communication Applications. - Waqar Zia; Klaus Diepold (ICWN, 2008)

Multi-modal multi-user telepresence and teleaction system. - Martin Buss; Angelika Peer; Thomas Schauss; Nikolay Stefanov; Ulrich Unterhinninghofen; Stephan Behrendt; Georg Färber; Jan Leupold; Klaus Diepold; Fakheredine Keyrouz; Michel Sarkis; Peter Hinterseer; et al. (IROS, 2008)

A Fast Encryption Scheme for Networks Applications. - Mohamed Abo El-Fotouh; Klaus Diepold (SECRYPT, 2008)

The Substitution Cipher Chaining Mode. - Mohamed Abo El-Fotouh; Klaus Diepold (SECRYPT, 2008)

A novel biologically inspired neural network solution for robotic 3D sound source sensing. - Fakheredine Keyrouz; Klaus Diepold (Soft Comput., 2008)

Dimensionality Reduction in HRTF by Using Multiway Array Analysis. - Martin Rothbucher; Hao Shen 002; Klaus Diepold (Human Centered Robot Systems, Cognition, Interaction, Technology, 2009)

Impact of Video Source Coding on the Performance of Stereo Matching. - Waqar Zia; Michel Sarkis; Klaus Diepold (Human Centered Robot Systems, Cognition, Interaction, Technology, 2009)

Fast Depth Map Compression and Meshing with Compressed Tritree. - Michel Sarkis; Waqar Zia; Klaus Diepold (ACCV (2), 2009)

A cognitive approach for a robotic welding system that can learn how to weld from acoustic data. - Ingo Stork; Thibault Bautze; Frederik Born; Klaus Diepold (CIRA, 2009)

MutanT: A modular and generic tool for multi-sensor data processing. - Simon Hawe; Ulrich Kirchmaier; Klaus Diepold (FUSION, 2009)

No-reference video quality evaluation for high-definition video. - Christian Keimel; Tobias Oelbaum; Klaus Diepold (ICASSP, 2009)

Cryptanalysis of Substitution Cipher Chaining Mode (SCC). - Mohamed Abo El-Fotouh; Klaus Diepold (ICC, 2009)

The impact of nonlinear filtering and confidence information on optical flow estimation in a Lucas & Kanade framework. - Michael Heindlmaier; Lang Yu; Klaus Diepold (ICIP, 2009)

Depth map compression via compressed sensing. - Michel Sarkis; Klaus Diepold (ICIP, 2009)

A cognitive system for autonomous robotic welding. - Georg Schroth; Ingo Stork; Klaus Diepold (IROS, 2009)

The Pushdown Attack on AES. - Mohamed Abo El-Fotouh; Klaus Diepold (SECURWARE, 2009)

Optimization of video coding for telepresence applications. - Waqar Zia; Klaus Diepold; Michel Sarkis (WACV, 2009)

The Analysis of Galois Substitution Counter Mode (GSCM). - Mohamed Abo El-Fotouh; Klaus Diepold (IACR Cryptol. ePrint Arch., 2009)

Extended Substitution Cipher Chaining mode (ESCC). - Mohamed Abo El-Fotouh; Klaus Diepold (IACR Cryptol. ePrint Arch., 2009)

Enhanced Cryptanalysis of Substitution Cipher Chaining mode (SCC-128). - Mohamed Abo El-Fotouh; Klaus Diepold (IACR Cryptol. ePrint Arch., 2009)

The MPEG Open Access Application Format. - Florian Schreiner 002; Klaus Diepold; Mohamed Abo El-Fotouh; Taehyun Kim (IEEE Multim., 2009)

Rule-Based No-Reference Video Quality Evaluation Using Additionally Coded Videos. - Tobias Oelbaum; Christian Keimel; Klaus Diepold (IEEE J. Sel. Top. Signal Process., 2009)

Calibrating an Automatic Zoom Camera With Moving Least Squares. - Michel Sarkis; Christian T. Senft; Klaus Diepold (IEEE Trans Autom. Sci. Eng., 2009)

Content Adaptive Mesh Representation of Images Using Binary Space Partitions. - Michel Sarkis; Klaus Diepold (IEEE Trans. Image Process., 2009)

HRTF customization using multiway array analysis. - Martin Rothbucher; Marko Durkovic; Hao Shen 002; Klaus Diepold (EUSIPCO, 2010)

Improving the prediction accuracy of video quality metrics. - Christian Keimel; Tobias Oelbaum; Klaus Diepold (ICASSP, 2010)

High-fidelity telepresence and teleaction. - Robert Bauernschmitt; Martin Buss; Barbara Deml; Klaus Diepold; Berthold Färber; Georg Färber; Ulrich Hagn; Gerd Hirzinger; Sandra Hirche; Alois C. Knoll; Hermann J. Müller; Tobias Ortmaier; et al. (ICRA, 2010)

Visual quality of current coding technologies at high definition IPTV bitrates. - Christian Keimel; Julian Habigt; Tim Habigt; Martin Rothbucher; Klaus Diepold (MMSP, 2010)

Integrating a HRTF-based sound synthesis system into Mumble. - Martin Rothbucher; Tim Habigt; Johannes Feldmaier; Klaus Diepold (MMSP, 2010)

Improving the visual quality of AVC/H.264 by combining it with content adaptive depth map compression. - Christian Keimel; Klaus Diepold; Michel Sarkis (PCS, 2010)

Measuring Anthropometric Data for HRTF Personalization. - Martin Rothbucher; Tim Habigt; Julian Habigt; Thomas Riedmaier; Klaus Diepold (SITIS, 2010)

Transient probabilistic recurrent fuzzy systems. - Klaus J. Diepold; Boris Lohmann (SMC, 2010)

A Trust Model for Intervehicular Communication Based on Belief Theory. - Walter Bamberger; Josef Schlittenlacher; Klaus Diepold (SocialCom/PASSAT, 2010)

The Exploration of Engineering Hybrid Modeling Strategies Applied to World Cup Soccer. - Liz Johnson; Klaus-Jürgen Diepold; James L. Mathieson (AAAI Fall Symposium: Complex Adaptive Systems, 2011)

Dense disparity maps from sparse disparity measurements. - Simon Hawe; Martin Kleinsteuber; Klaus Diepold (ICCV, 2011)

No-reference video quality metric for HDTV based on H.264/AVC bitstream features. - Christian Keimel; Manuel Klimpke; Julian Habigt; Klaus Diepold (ICIP, 2011)

Extending video quality metrics to the temporal dimension with 2D-PCR. - Christian Keimel; Martin Rothbucher; Klaus Diepold (IQSP, 2011)

Comparison of HDTV formats in a consumer environment. - Christian Keimel; Arne Redl; Klaus Diepold (IQSP, 2011)

Design of no-reference video quality metrics with multiway partial least squares regression. - Christian Keimel; Julian Habigt; Manuel Klimpke; Klaus Diepold (QoMEX, 2011)

Backwards Compatible 3D Audio Conference Server Using HRTF Synthesis and SIP. - Martin Rothbucher; Matthias Kaufmann; Tim Habigt; Johannes Feldmaier; Klaus Diepold (SITIS, 2011)

Dynamical information fusion of heterogeneous sensors for 3D tracking using particle swarm optimization. - Ulrich Kirchmaier; Simon Hawe; Klaus Diepold (Inf. Fusion, 2011)

3D Audio Conference System with Backward Compatible Conference Server using HRTF Synthesis. - Martin Rothbucher; Matthias Kaufmann; Johannes Feldmaier; Tim Habigt; Marko Durkovic; Christoph Kozielski; Klaus Diepold (J. Multim. Process. Technol., 2011)

Video is a Cube. - Christian Keimel; Martin Rothbucher; Hao Shen 002; Klaus Diepold (IEEE Signal Process. Mag., 2011)

Artificial Cognition in Production Systems. - Alexander Bannat; Thibault Bautze; Michael Beetz; Jürgen Blume; Klaus Diepold; Christoph Ertelt; Florian Geiger; Thomas Gmeiner; Tobias Gyger; Alois C. Knoll; Christian Lau; Claus Lenz; et al. (IEEE Trans Autom. Sci. Eng., 2011)

Development of an integrated multi-modal communication robotic face. - Brennand Pierce; Takaaki Kuratate; Akinobu Maejima; Shigeo Morishima; Yosuke Matsusaka; Marko Durkovic; Klaus Diepold; Gordon Cheng (ARSO, 2012)

Large-Scale Linear Computations with Dedicated Real-Time Architectures. - Patrick M. Dewilde; Klaus Diepold (Advances in Real-Time Systems, 2012)

A Real-Time Capable Virtualized Information and Communication Technology Infrastructure for Automotive Systems. - Sebastian Drössler; Michael Eichhorn; S. Holzknecht; Bernd Müller-Rathgeber; Holm Rauchfuss; Michael Zwick; Erwin M. Biebl; Klaus Diepold; Jörg Eberspächer; Andreas Herkersdorf; Walter Stechele; Eckehard G. Steinbach; et al. (Advances in Real-Time Systems, 2012)

Hybrid no-reference video quality metric based on multiway PLSR. - Christian Keimel; Julian Habigt; Klaus Diepold (EUSIPCO, 2012)

Recurrent Takagi-Sugeno fuzzy interpolation for switched linear systems and hybrid automata. - Klaus J. Diepold; Sebastian J. Pieczona (FUZZ-IEEE, 2012)

Robotic gaze control using reinforcement learning. - Martin Rothbucher; Christian Denk; Klaus Diepold (HAVE, 2012)

Cartoon-like image reconstruction via constrained ℓp-minimization. - Simon Hawe; Martin Kleinsteuber; Klaus Diepold (ICASSP, 2012)

Beyond classical teleoperation: Assistance, cooperation, data reduction, and spatial audio. - Thomas Schauss; Carolina Passenberg; Nikolay Stefanov; Daniela Feth; Iason Vittorias; Angelika Peer; Sandra Hirche; Martin Buss; Martin Rothbucher; Klaus Diepold; Julius Kammerl; Eckehard G. Steinbach (ICRA, 2012)

Influence of viewing experience and stabilization phase in subjective video testing. - Christian Keimel; Arne Redl; Klaus Diepold (IQSP, 2012)

Influence of viewing device and soundtrack in HDTV on subjective video quality. - Arne Redl; Christian Keimel; Klaus Diepold (IQSP, 2012)

QualityCrowd - A framework for crowd-based quality evaluation. - Christian Keimel; Julian Habigt; Clemens Horch; Klaus Diepold (PCS, 2012)

Video quality evaluation in the cloud. - Christian Keimel; Julian Habigt; Clemens Horch; Klaus Diepold (PV, 2012)

Challenges in crowd-based video quality assessment. - Christian Keimel; Julian Habigt; Klaus Diepold (QoMEX, 2012)

The TUM high definition video datasets. - Christian Keimel; Arne Redl; Klaus Diepold (QoMEX, 2012)

HRTF-based localization and separation of multiple sound sources. - Martin Rothbucher; Marko Durkovic; Tim Habigt; Hao Shen 002; Klaus Diepold (RO-MAN, 2012)

Ability-aware trust for vehicular networks. - Walter Bamberger; Josef Schlittenlacher; Klaus Diepold (Int. J. Soc. Comput. Cyber Phys. Syst., 2012)

Camera-Pose Estimation via Projective Newton Optimization on the Manifold. - Michel Sarkis; Klaus Diepold (IEEE Trans. Image Process., 2012)

Nonlinear control of a semi-active suspension system considering actuator and state constraints using methods of optimal control. - Enrico Pellegrini; Sebastian Spirk; Klaus J. Diepold; Ronnie Dessort; Boris Lohmann (ACC, 2013)

Tracking control with adaptively Allocated Maximum Input Amplitudes and Enlarged Domain of Attraction for linear systems. - Klaus J. Diepold; Sebastian J. Pieczona (CDC, 2013)

Image completion for view synthesis using Markov random fields and efficient belief propagation. - Julian Habigt; Klaus Diepold (ICIP, 2013)

Length-independent refinement of video quality metrics based on multiway data analysis. - Clemens Horch; Christian Keimel; Julian Habigt; Klaus Diepold (ICIP, 2013)

Modeling Cyclic Interactions within a Production Environment Using Transition Adaptive Recurrent Fuzzy Systems. - Benjamin Stahl; Klaus-Jürgen Diepold; Johannes Pohl; Josef Greitemann; Christian Plehn; Jonas Koch; Boris Lohmann (MIM, 2013)

Saliency based video quality prediction using multi-way data analysis. - Arne Redl; Christian Keimel; Klaus Diepold (QoMEX, 2013)

Emotional evaluation of bandit problems. - Johannes Feldmaier; Klaus Diepold (RO-MAN, 2013)

A Swarm Intelligence inspired algorithm for contour detection in images. - Ulrich Kirchmaier; Simon Hawe; Klaus Diepold (Appl. Soft Comput., 2013)

Analysis Operator Learning and its Application to Image Reconstruction. - Simon Hawe; Martin Kleinsteuber; Klaus Diepold (IEEE Trans. Image Process., 2013)

Mitigating the effort for engineering changes in product development using a fuzzy expert system. - Tobias M. Kindsmüller; Florian G. H. Behncke; Benjamin Stahl; Klaus J. Diepold; Martina C. Wickel; Daniel Kammerl; Konstantin Kernschmidt (IEEM, 2014)

Evaluation of video quality fluctuations using pattern categorisation. - Clemens Horch; Julian Habigt; Christian Keimel; Klaus Diepold (QoMEX, 2014)

Path-finding using reinforcement learning and affective states. - Johannes Feldmaier; Klaus Diepold (RO-MAN, 2014)

Lokale Stabilitätsanalyse von Takagi-Sugeno Systemen unter Berücksichtigung ihres Gültigkeitsbereichs. - Klaus J. Diepold; Klaus Albert (Autom., 2014)

Flachheitsbasierte Trajektorienoptimierung entlang von Wegpunkten für ein lineares Ballbot-System. - Klaus J. Diepold; André Albers; Tobias Guggemos (Autom., 2014)

Best Practices for QoE Crowdtesting: QoE Assessment With Crowdsourcing. - Tobias Hoßfeld; Christian Keimel; Matthias Hirth; Bruno Gardlo; Julian Habigt; Klaus Diepold; Phuoc Tran-Gia (IEEE Trans. Multim., 2014)

Crowdsourcing vs. laboratory experiments - QoE evaluation of binaural playback in a teleconference scenario. - Thomas Volk; Christian Keimel; Michael Moosmeier; Klaus Diepold (Comput. Networks, 2015)

Human-Drone-Interaction: A Case Study to Investigate the Relation Between Autonomy and User Experience. - Patrick Ferdinand Christ; Florian Lachner; Axel Hösl; Bjoern H. Menze; Klaus Diepold; Andreas Butz (ECCV Workshops (2), 2016)

Evaluation of a RGB-LED-based Emotion Display for Affective Agents. - Johannes Feldmaier; Tamara Marmat; Johannes Kuhn; Klaus Diepold (CoRR, 2016)

Monitoring and Prediction in Smart Energy Systems via Multi-timescale Nexting. - Johannes Feldmaier; Dominik Meyer; Hao Shen 002; Klaus Diepold (CoRR, 2016)

ℓ1 Regularized Gradient Temporal-Difference Learning. - Dominik Meyer; Hao Shen 002; Klaus Diepold (CoRR, 2016)

Step Detection and Parameterization for Gait Assessment Using a Single Waist-Worn Accelerometer. - Cristina Soaz; Klaus Diepold (IEEE Trans. Biomed. Eng., 2016)

Learning to walk with prior knowledge. - Martin Gottwald; Dominik Meyer; Hao Shen 002; Klaus Diepold (AIM, 2017)

Development of an Emotion-Competent SLAM Agent. - Johannes Feldmaier; Martin Stimpfl; Klaus Diepold (HRI (Companion), 2017)

Diabetes60 - Inferring Bread Units From Food Images Using Fully Convolutional Neural Networks. - Patrick Ferdinand Christ; Sebastian Schlecht; Florian Ettlinger; Felix Grün; Christoph Heinle; Sunil Tatavarty; Seyed-Ahmad Ahmadi; Klaus Diepold; Bjoern H. Menze (ICCV Workshops, 2017)

Sooner or later?: immediate feedback as a source of inspiration in electronic brainstorming. - Veronika Gamper; Andreas Butz; Klaus Diepold (OZCHI, 2017)

Deep Reinforcement Learning for Formation Control. - Can Aykin; Martin Knopp; Klaus Diepold (RO-MAN, 2018)

The Virtuous Machine - Old Ethics for New Technology? - Nicolas Berberich; Klaus Diepold (CoRR, 2018)

Autoencoder Features for Differentiation of Leukocytes Based on Digital Holographic Microscopy (DHM). - Stefan Röhrl; Matthias Ugele; Christian Klenk; Dominik Heim; Oliver Hayden; Klaus Diepold (EUROCAST (2), 2019)

Decision Process of Autonomous Drones for Environmental Monitoring. - Ömür Yildirim; Klaus Diepold; Revna Acar Vural (INISTA, 2019)

Sobolev Training with Approximated Derivatives for Black-Box Function Regression with Neural Networks. - Matthias Kissel; Klaus Diepold (ECML/PKDD (2), 2019)

A Comparison of Prediction Algorithms and Nexting for Short Term Weather Forecasts. - Michael Koller 001; Johannes Feldmaier; Klaus Diepold (CoRR, 2019)

General Dynamic Neural Networks for explainable PID parameter tuning in control engineering: An extensive comparison. - Johannes Günther 002; Elias Reichensdörfer; Patrick M. Pilarski; Klaus Diepold (CoRR, 2019)

Designing a Multimodal Emotional Interface in the Context of Negotiation. - Fabian Pelzl; Klaus Diepold; Jan Auernhammer (HCI (20), 2020)

Neural Network Training with Safe Regularization in the Null Space of Batch Activations. - Matthias Kissel; Martin Gottwald; Klaus Diepold (ICANN (2), 2020)

Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation. - Moritz Venator; Fengyi Shen; Selcuk Aklanoglu; Erich Bruns; Klaus-Jürgen Diepold; Andreas K. Maier (WACV, 2020)

Improving coverage method of autonomous drones for environmentalmonitoring. - Ömür Yildirim; Revna Acar Vural; Klaus Diepold (Turkish J. Electr. Eng. Comput. Sci., 2020)

The Successful Ingredients of Policy Gradient Algorithms. - Sven Gronauer; Martin Gottwald; Klaus Diepold (IJCAI, 2021)

Analysis and Optimisation of Bellman Residual Errors with Neural Function Approximation. - Martin Gottwald; Sven Gronauer; Hao Shen 002; Klaus Diepold (CoRR, 2021)

A Minimal Model for Compositional Generalization on gSCAN. - Alice Hein; Klaus Diepold (BlackboxNLP@EMNLP, 2022)

Backpropagation Through States: Training Neural Networks with Sequentially Semiseparable Weight Matrices. - Matthias Kissel; Martin Gottwald; Biljana Gjeroska; Philipp Paukner; Klaus Diepold (EPIA, 2022)

Exploiting Structures in Weight Matrices for Efficient Real-Time Drone Control with Neural Networks. - Matthias Kissel; Sven Gronauer; Mathias Korte; Luca Sacchetto; Klaus Diepold (EPIA, 2022)

Deep Convolutional Neural Networks with Sequentially Semiseparable Weight Matrices. - Matthias Kissel; Klaus Diepold (ESANN, 2022)

A Fuzzy-Cognitive-Maps Approach to Decision-Making in Medical Ethics. - Alice Hein; Lukas J. Meier; Alena Buyx; Klaus Diepold (FUZZ-IEEE, 2022)

Extract, Compress and Encode: LitNet an Efficient Autoencoder for Noisy Time-Series Data. - Mohamed-Ali Tnani; Paul Subarnaduti; Klaus Diepold (ICIT, 2022)

A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification. - Alice Hein; Stefan Röhrl; Thea Grobel; Manuel Lengl; Nawal Hafez; Martin Knopp; Christian Klenk; Dominik Heim; Oliver Hayden; Klaus Diepold (IJCNN, 2022)

Convolutional Neural Networks with analytically determined Filters. - Matthias Kissel; Klaus Diepold (IJCNN, 2022)

Using Simulation Optimization to Improve Zero-shot Policy Transfer of Quadrotors. - Sven Gronauer; Matthias Kissel; Luca Sacchetto; Mathias Korte; Klaus Diepold (IROS, 2022)

Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data. - Yuqicheng Zhu; Mohamed-Ali Tnani; Timo Jahnz; Klaus Diepold (ISM, 2022)

Multi-agent deep reinforcement learning: a survey. - Sven Gronauer; Klaus Diepold (Artif. Intell. Rev., 2022)

Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis. - Stefan Röhrl; Alice Hein; Lucie Huang; Dominik Heim; Christian Klenk; Manuel Lengl; Martin Knopp; Nawal Hafez; Oliver Hayden; Klaus Diepold (CoRR, 2022)

Efficient Feature Learning Approach for Raw Industrial Vibration Data Using Two-Stage Learning Framework. - Mohamed-Ali Tnani; Paul Subarnaduti; Klaus Diepold (Sensors, 2022)

Explainable Artificial Intelligence for Cytological Image Analysis. - Stefan Röhrl; Hendrik Maier; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold (AIME, 2023)

Measurement of Platelet Aggregation in Ageing Samples and After in-Vitro Activation. - Christian Klenk; David Elias Fresacher; Stefan Röhrl; Dominik Heim; Manuel Lengl; Simon Schumann; Martin Knopp; Klaus Diepold; Stefan Holdenrieder; Oliver Hayden (BIOIMAGING, 2023)

Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis. - Stefan Röhrl; Lukas Bernhard; Manuel Lengl; Christian Klenk; Dominik Heim; Martin Knopp; Simon Schumann; Oliver Hayden; Klaus Diepold (BIOIMAGING, 2023)

Comparing Intuitions about Agents' Goals, Preferences and Actions in Human Infants and Video Transformers. - Alice Hein; Klaus Diepold (CogSci, 2023)

Communication Topologies for Decentralized Federated Learning. - Michael Dötzer; Yixin Mao; Klaus Diepold (FMEC, 2023)

Comparing Quadrotor Control Policies for Zero-Shot Reinforcement Learning under Uncertainty and Partial Observability. - Sven Gronauer; Daniel Stümke; Klaus Diepold (IROS, 2023)

Offline Reinforcement Learning for Quadrotor Control: Overcoming the Ground Effect. - Luca Sacchetto; Mathias Korte; Sven Gronauer; Matthias Kissel; Klaus Diepold (IROS, 2023)

Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging. - David Elias Fresacher; Stefan Röhrl; Christian Klenk; Johanna Erber; Hedwig Irl; Dominik Heim; Manuel Lengl; Simon Schumann; Martin Knopp; Martin Schlegel; Sebastian Rasch; Oliver Hayden; et al. (MLHC, 2023)

Neural Networks Comprising Sequentially Semiseparable Matrices with One Dimensional State Variable are Universal Approximators. - Matthias Kissel; Klaus Diepold (PKDD/ECML Workshops (4), 2023)

Towards Interpretable Classification of Leukocytes based on Deep Learning. - Stefan Röhrl; Johannes Groll; Manuel Lengl; Simon Schumann; Christian Klenk; Dominik Heim; Martin Knopp; Oliver Hayden; Klaus Diepold (CoRR, 2023)

Structured Matrices and Their Application in Neural Networks: A Survey. - Matthias Kissel; Klaus Diepold (New Gener. Comput., 2023)

Reinforcement Learning with Ensemble Model Predictive Safety Certification. - Sven Gronauer; Tom Haider; Felippe Schmoeller da Roza; Klaus Diepold (AAMAS, 2024)

AI-Enhanced Detection of Cellular Aggregate Biomarkers For Point-of-Care Using Digital Holographic Microscopy. - Qianyu Chen; Matthew Edward Cove; Kerem Delikoyun; Klaus Diepold; Oliver Hayden; Win Sen Kuan; Wei Liu; John Tshon Yit Soong (BIBM, 2024)

Feature Extraction by Image Transformations for Cell Image Classification. - Stefan Röhrl; Franziska Steinmetz; Philipp Paukner; Manuel Lengl; Simon Schumann; David Elias Fresacher; Christian Klenk; Dominik Heim; Martin Knopp; Katja Peschke; Maximilian Reichert; Oliver Hayden; et al. (BIBM, 2024)

'Komputer & Creativität' Teaching at the Intersection of Engineering, AI, and Theater. - Stefan Röhrl; Sabrina Schwarzmeier; David Elias Fresacher; Luca Sacchetto; Alexandra Strasser; Klaus Diepold (GeCon, 2024)

Iterative Visual Interaction with Latent Diffusion Models. - Luca Sacchetto; Stefan Röhrl; Klaus Diepold (HCI (51), 2024)

Patient-Specific Modeling of Daily Activity Patterns for Unsupervised Detection of Psychotic and Non-Psychotic Relapses. - Alice Hein; Sven Gronauer; Klaus Diepold (ICASSP Workshops, 2024)

A Practical Multilevel Governance Framework for Autonomous and Intelligent Systems. - Lukas D. Pöhler; Klaus Diepold; Wendell Wallach (CoRR, 2024)

Exploring Early Number Abilities With Multimodal Transformers. - Alice Hein; Klaus Diepold (Cogn. Sci., 2024)

Impact of Biased Data Injection on Model Integrity in Federated Learning. - Manuel Lengl; Marc Benesch; Stefan Röhrl; Simon Schumann; Martin Knopp; Oliver Hayden; Klaus Diepold (BIOSTEC (1), 2025)

Homomorphic Encryption in Federated Medical Image Classification. - Manuel Lengl; Simon Schumann; Stefan Röhrl; Oliver Hayden; Klaus Diepold (ICAIC, 2025)

Classifying Music-Induced Emotion Using Multi-Modal Ensembles of EEG and Audio Feature Models. - Philipp Paukner; Marisa Ripoll; Dilvan Sabir; Deniz Onat Erdogan; Luca Sacchetto; Klaus Diepold (ICASSP, 2025)