| 2026 | AAAI | Realistic Face Reconstruction from Facial Embeddings via Diffusion Models. | Dong Han, Yong Li, Joachim Denzler |
| 2026 | WACV | Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients. | Niklas Penzel, Joachim Denzler |
| 2026 | WACV | F-INR: Functional Tensor Decomposition for Implicit Neural Representations. | Sai Karthikeya Vemuri, Tim Bchner, Joachim Denzler |
| 2025 | CAIP | Adaptive Model Selection for Expanded Post Hoc Debiasing and Mitigating Varying Degrees of Spurious Correlations. | Jan Blunk, Paul Bodesheim, Joachim Denzler |
| 2025 | CVPR | Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis. | Tim Bchner, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler |
| 2025 | ICASSP | Diffusion-based Identity-Preserving Facial Privacy Protection. | Dong Han, Salaheldin Mohamed, Yong Li, Joachim Denzler |
| 2025 | ICCV | Gradient Extrapolation for Debiased Representation Learning. | Ihab Asaad, Maha Shadaydeh, Joachim Denzler |
| 2025 | ICLR | CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. | Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler |
| 2025 | ICML | FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks. | Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling |
| 2025 | MVA | Modifying Generative Distributions in Latent Diffusion Models to Improve Alignment with Desired Properties. | Sven Sickert, Maria Gogolev, Niklas Penzel, Tim Bchner, Joachim Denzler |
| 2025 | UAI | Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models. | Aishwarya Venkataramanan, Paul Bodesheim, Joachim Denzler |
| 2024 | ICCS | Estimating Soil Hydraulic Parameters for Unsaturated Flow Using Physics-Informed Neural Networks. | Sai Karthikeya Vemuri, Tim Bchner, Joachim Denzler |
| 2024 | ICIP | Robust Skin Color Driven Privacy-Preserving Face Recognition Via Function Secret Sharing. | Dong Han, Yufan Jiang, Yong Li, Ricardo Mendes, Joachim Denzler |
| 2024 | IGARSS | Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. | Gideon Stein, Jonas Ziemer, Carolin Wicker, Jannik Jnichen, Gabriele Demisch, Daniel Klpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clmence Dubois |
| 2024 | ICPR | Exploiting Text-Image Latent Spaces for the Description of Visual Concepts. | Laines Schmalwasser, Jakob Gawlikowski, Joachim Denzler, Julia Niebling |
| 2024 | ICPR | Functional Tensor Decompositions for Physics-Informed Neural Networks. | Sai Karthikeya Vemuri, Tim Bchner, Julia Niebling, Joachim Denzler |
| 2024 | VISIGRAPP | Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain. | Dong Han, Yong Li, Joachim Denzler |
| 2024 | VISIGRAPP | Reducing Bias in Pre-Trained Models by Tuning While Penalizing Change. | Niklas Penzel, Gideon Stein, Joachim Denzler |
| 2024 | VISIGRAPP | When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work out. | Tristan Piater, Niklas Penzel, Gideon Stein, Joachim Denzler |
| 2023 | ACIVS | Improved Obstructed Facial Feature Reconstruction for Emotion Recognition with Minimal Change CycleGANs. | Tim Bchner, Orlando Guntinas-Lichius, Joachim Denzler |
| 2023 | ISVC | Using 2D and 3D Face Representations to Generate Comprehensive Facial Electromyography Intensity Maps. | Tim Bchner, Sven Sickert, Roland Grassme, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler |
| 2023 | ISVC | From Faces to Volumes - Measuring Volumetric Asymmetry in 3D Facial Palsy Scans. | Tim Bchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler |
| 2023 | MVA | Interpreting Art by Leveraging Pre-Trained Models. | Niklas Penzel, Joachim Denzler |
| 2022 | ACCV | Facing Asymmetry - Uncovering the Causal Link Between Facial Symmetry and Expression Classifiers Using Synthetic Interventions. | Tim Bchner, Niklas Penzel, Orlando Guntinas-Lichius, Joachim Denzler |
| 2022 | ECCV | Investigating Neural Network Training on a Feature Level Using Conditional Independence. | Niklas Penzel, Christian Reimers, Paul Bodesheim, Joachim Denzler |
| 2022 | ICPR | Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout. | Matthias Krschens, Paul Bodesheim, Joachim Denzler |
| 2021 | CVPR | Conditional Dependence Tests Reveal the Usage of ABCD Rule Features and Bias Variables in Automatic Skin Lesion Classification. | Christian Reimers, Niklas Penzel, Paul Bodesheim, Jakob Runge, Joachim Denzler |
| 2021 | CVPR | EarthNet2021: A Large-Scale Dataset and Challenge for Earth Surface Forecasting as a Guided Video Prediction Task. | Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler |
| 2021 | GI | Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning. | Daphne Auer, Paul Bodesheim, Christian Fiderer, Marco Heurich, Joachim Denzler |
| 2021 | GI | Exploiting Web Images for Moth Species Classification. | Julia Bhlke, Dimitri Korsch, Paul Bodesheim, Joachim Denzler |
| 2021 | GI | Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance. | Clemens-Alexander Brust, Bjrn Barz, Joachim Denzler |
| 2021 | GI | Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification. | Dimitri Korsch, Paul Bodesheim, Joachim Denzler |
| 2021 | GI | Automatic Plant Cover Estimation with Convolutional Neural Networks. | Matthias Krschens, Paul Bodesheim, Christine Rmermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler |
| 2021 | ICMLA | Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. | Wasim Ahmad, Maha Shadaydeh, Joachim Denzler |
| 2021 | ICMLA | Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. | Violeta Teodora Trifunov, Maha Shadaydeh, Bjrn Barz, Joachim Denzler |
| 2020 | ECCV | Towards Confirmable Automated Plant Cover Determination. | Matthias Krschens, Paul Bodesheim, Christine Rmermann, Solveig Franziska Bucher, Josephine Ulrich, Joachim Denzler |
| 2020 | ECCV | Determining the Relevance of Features for Deep Neural Networks. | Christian Reimers, Jakob Runge, Joachim Denzler |
| 2020 | ICPR | Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era. | Bjrn Barz, Joachim Denzler |
| 2020 | ICPR | Finding Relevant Flood Images on Twitter Using Content-Based Filters. | Bjrn Barz, Kai Schrter, Ann-Christin Kra, Joachim Denzler |
| 2020 | ICPR | Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. | Clemens-Alexander Brust, Bjrn Barz, Joachim Denzler |
| 2020 | WACV | Deep Learning on Small Datasets without Pre-Training using Cosine Loss. | Bjrn Barz, Joachim Denzler |
| 2019 | IGARSS | Edge-Convolution Point Net for Semantic Segmentation of Large-Scale Point Clouds. | Jhonatan Contreras, Joachim Denzler |
| 2019 | IGARSS | Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. | Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler |
| 2019 | WACV | Hierarchy-Based Image Embeddings for Semantic Image Retrieval. | Bjrn Barz, Joachim Denzler |
| 2018 | BMVC | Active Learning for Regression Tasks with Expected Model Output Changes. | Christoph Kding, Erik Rodner, Alexander Freytag, Oliver Mothes, Bjrn Barz, Joachim Denzler |
| 2018 | IGARSS | Predicting Landscapes as Seen from Space from Environmental Conditions. | Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler |
| 2017 | DICTA | Judging Aesthetic Quality in Paintings Based on Artistic Inspired Color Features. | Seyed Ali Amirshahi, Joachim Denzler |
| 2017 | ICCV | Generalized Orderless Pooling Performs Implicit Salient Matching. | Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner |
| 2016 | ACCV | Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios. | Christoph Kding, Erik Rodner, Alexander Freytag, Joachim Denzler |
| 2016 | ACIVS | Vegetation Segmentation in Cornfield Images Using Bag of Words. | Yerania Campos, Erik Rodner, Joachim Denzler, Humberto Sossa, Gonzalo Pajares |
| 2016 | BMVC | Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets. | Manuel Amthor, Erik Rodner, Joachim Denzler |
| 2016 | BMVC | Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches. | Erik Rodner, Marcel Simon, Robert B. Fisher, Joachim Denzler |
| 2016 | ECCV | Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception. | Joachim Denzler, Erik Rodner, Marcel Simon |
| 2016 | ESANN | Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual recognition. | Christoph Kding, Erik Rodner, Alexander Freytag, Joachim Denzler |
| 2015 | CVPR | Active learning and discovery of object categories in the presence of unnameable instances. | Christoph Kding, Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler |
| 2015 | MVA | Beyond thinking in common categories: Predicting obstacle vulnerability using large random codebooks. | Johannes Rhle, Erik Rodner, Joachim Denzler |
| 2015 | MVA | Fine-grained classification of identity document types with only one example. | Marcel Simon, Erik Rodner, Joachim Denzler |
| 2015 | WACV | Local Novelty Detection in Multi-class Recognition Problems. | Paul Bodesheim, Alexander Freytag, Erik Rodner, Joachim Denzler |
| 2014 | ACCV | Part Detector Discovery in Deep Convolutional Neural Networks. | Marcel Simon, Erik Rodner, Joachim Denzler |
| 2014 | CVPR | Nonparametric Part Transfer for Fine-Grained Recognition. | Christoph Gring, Erik Rodner, Alexander Freytag, Joachim Denzler |
| 2014 | CVPR | Instance-Weighted Transfer Learning of Active Appearance Models. | Daniel Haase, Erik Rodner, Joachim Denzler |
| 2014 | DATA | Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research. | Clemens Beckstein, Sebastian Bcker, Martin Bogdan, Helge Bruelheide, H. Martin Bcker, Joachim Denzler, Peter Dittrich, Ivo Grosse, Alexander Hinneburg, Birgitta Knig-Ries, Felicitas Lffler, Manja Marz, Matthias Mller-Hannemann, Martin Winter, Wolf Zimmermann |
| 2014 | ECCV | JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores. | Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies |
| 2014 | ECCV | Selecting Influential Examples: Active Learning with Expected Model Output Changes. | Alexander Freytag, Erik Rodner, Joachim Denzler |
| 2014 | WACV | A combination of generative and discriminative models for fast unsupervised activity recognition from traffic scene videos. | Mahesh Venkata Krishna, Joachim Denzler |
| 2013 | CAIP | Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. | Xiaoyan Jiang, Daniel Haase, Marco Krner, Wolfgang Bothe, Joachim Denzler |
| 2013 | CAIP | Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. | Marco Krner, Joachim Denzler |
| 2013 | CVPR | Kernel Null Space Methods for Novelty Detection. | Paul Bodesheim, Alexander Freytag, Erik Rodner, Michael Kemmler, Joachim Denzler |
| 2013 | ICIAP | JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. | Marco Krner, Joachim Denzler |
| 2013 | MVA | Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models. | Daniel Haase, Michael Kemmler, Orlando Guntinas-Lichius, Joachim Denzler |
| 2012 | ACCV | Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels. | Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler |
| 2012 | ACCV | Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach. | Bjrn Frhlich, Erik Rodner, Joachim Denzler |
| 2012 | AVSS | Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. | Marco Krner, Joachim Denzler |
| 2012 | BMVC | Divergence-Based One-Class Classification Using Gaussian Processes. | Paul Bodesheim, Erik Rodner, Alexander Freytag, Joachim Denzler |
| 2012 | ECCV | PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects. | Christoph Redies, Seyed Ali Amirshahi, Michael Koch, Joachim Denzler |
| 2012 | ECCV | Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels. | Erik Rodner, Alexander Freytag, Paul Bodesheim, Joachim Denzler |
| 2012 | ICCVG | Multi-person Tracking-by-Detection Based on Calibrated Multi-camera Systems. | Xiaoyan Jiang, Erik Rodner, Joachim Denzler |
| 2012 | ICPR | Efficient semantic segmentation with Gaussian processes and histogram intersection kernels. | Alexander Freytag, Bjrn Frhlich, Erik Rodner, Joachim Denzler |
| 2012 | ICPR | Finding discriminative features for Raman spectroscopy. | Michael Kemmler, Joachim Denzler |
| 2012 | ICPRAM | Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. | Marco Krner, Daniel Haase, Joachim Denzler |
| 2011 | CAIP | Combining Structure and Appearance for Anomaly Detection in Wire Ropes. | Esther-Sabrina Wacker, Joachim Denzler |
| 2011 | ICCV | Exploiting the Manhattan-world assumption for extrinsic self-calibration of multi-modal sensor networks. | Marcel Brckner, Joachim Denzler |
| 2011 | MVA | A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. | Marco Krner, Herbert Se, Wolfgang Ortmann, Joachim Denzler |
| 2011 | MVA | One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code. | Erik Rodner, Esther-Sabrina Wacker, Michael Kemmler, Joachim Denzler |
| 2010 | ACCV | One-Class Classification with Gaussian Processes. | Michael Kemmler, Erik Rodner, Joachim Denzler |
| 2010 | BMVC | Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation. | Christoph Munkelt, Andreas Breitbarth, Gunther Notni, Joachim Denzler |
| 2010 | ICPR | A Fast Approach for Pixelwise Labeling of Facade Images. | Bjrn Frhlich, Erik Rodner, Joachim Denzler |
| 2010 | ICPR | Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion. | Michael Trummer, Christoph Munkelt, Joachim Denzler |
| 2010 | ISVC | An Analysis-by-Synthesis Approach to Rope Condition Monitoring. | Esther-Sabrina Wacker, Joachim Denzler |
| 2009 | CIARP | Combining Appearance and Range Based Information for Multi-class Generic Object Recognition. | Doaa Hegazy, Joachim Denzler |
| 2009 | CIARP | Randomized Probabilistic Latent Semantic Analysis for Scene Recognition. | Erik Rodner, Joachim Denzler |
| 2009 | CVPR | Geometric and probabilistic image dissimilarity measures for common field of view detection. | Marcel Brckner, Ferid Bajramovic, Joachim Denzler |
| 2009 | ICCV | Coarse registration of 3D surface triangulations based on moment invariants with applications to object alignment and identification. | Michael Trummer, Herbert Suesse, Joachim Denzler |
| 2009 | MICCAI | Temporal Estimation of the 3d Guide-Wire Position Using 2d X-ray Images. | Marcel Brckner, Frank Deinzer, Joachim Denzler |
| 2008 | BMVC | Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration. | Ferid Bajramovic, Joachim Denzler |
| 2008 | DAS | Difference of Boxes Filters Revisited: Shadow Suppression and Efficient Character Segmentation. | Erik Rodner, Herbert Se, Wolfgang Ortmann, Joachim Denzler |
| 2007 | MVA | Benchmarking 3D Reconstructions from Next Best View Planning. | Christoph Munkelt, Michael Trummer, Joachim Denzler, Stefan Wenhardt |
| 2006 | ACCV | Aspects of Optimal Viewpoint Selection and Viewpoint Fusion. | Frank Deinzer, Joachim Denzler, Christian Derichs, Heinrich Niemann |
| 2006 | ACIVS | A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition. | Ferid Bajramovic, Frank Mattern, Nicholas Butko, Joachim Denzler |
| 2006 | BMVC | Integrated Viewpoint Fusion and Viewpoint Selection for Optimal Object Recognition. | Frank Deinzer, Christian Derichs, Heinrich Niemann, Joachim Denzler |
| 2006 | ICPR | An Information Theoretic Approach for Next Best View Planning in 3-D Reconstruction. | Stefan Wenhardt, Benjamin Deutsch, Joachim Hornegger, Heinrich Niemann, Joachim Denzler |
| 2005 | ICIP | Multi-step active object tracking with entropy based optimal actions using the sequential Kalman filter. | Benjamin Deutsch, Heinrich Niemann, Joachim Denzler |
| 2005 | MVA | Dynamic Light Field Reconstruction and Rendering for Multiple Moving Objects. | Ingo Scholz, Christian Vogelgsang, Joachim Denzler, Heinrich Niemann |
| 2004 | ICINCO | Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping. | Benjamin Deutsch, Frank Deinzer, Matthias Zobel, Joachim Denzler |
| 2004 | MICCAI | Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation. | Torsten Rohlfing, Daniel B. Russakoff, Joachim Denzler, Calvin R. Maurer Jr. |
| 2003 | CAIP | Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition. | Frank Deinzer, Joachim Denzler, Heinrich Niemann |
| 2003 | ICCV | Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking. | Joachim Denzler, Matthias Zobel, Heinrich Niemann |
| 2002 | ICIP | Entropy based camera control for visual object tracking. | Joachim Denzler, Matthias Zobel, Heinrich Niemann |
| 2002 | MVA | Generic Hierarchic Object Models and Classification Based on Probabilistic PCA. | Christopher Drexler, Frank Mattem, Joachim Denzler |
| 2002 | MVA | Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields. | Ingo Scholz, Joachim Denzler, Heinrich Niemann |
| 2001 | HIS | Application of Bayesian Controllers to Dynamic Systems. | Rainer Deventer, Joachim Denzler, Heinrich Niemann |
| 2001 | ICVS | MOBSY: Integration of Vision and Dialogue in Service Robots. | Matthias Zobel, Joachim Denzler, Benno Heigl, Elmar Nth, Dietrich Paulus, Jochen Schmidt, Georg Stemmer |
| 1999 | ICVS | Active Knowledge-Based Scene Analysis. | Dietrich Paulus, Ulrike Ahlrichs, Benno Heigl, Joachim Denzler, Joachim Hornegger, Heinrich Niemann |
| 1998 | ECCV | An Efficient Combination of 2D and 3D Shape Descriptions for Contour Based Tracking of Moving Objects. | Joachim Denzler, Benno Heigl, Heinrich Niemann |
| 1997 | CAIP | Real-Time Pedestrian Tracking in Natural Scenes. | Joachim Denzler, Heinrich Niemann |
| 1997 | ICIP | Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis. | Dorthe Meyer, Joachim Denzler, Heinrich Niemann |
| 1996 | ICIP | Statistical approach to classification of flow patterns for motion detection. | Joachim Denzler, Volker Schless, Dietrich Paulus, Heinrich Niemann |
| 1996 | MVA | 3D Data Driven Prediction for Active Contour Models with Application to Car Tracking. | Joachim Denzler, Heinrich Niemann |
| 1994 | ICIP | Active Motion Detection and Object Tracking. | Joachim Denzler, Dietrich Paulus |
| 1994 | IROS | Learning, tracking and recognition of 3D objects. | Joachim Denzler, Rdiger Bess, Joachim Hornegger, Heinrich Niemann, Dietrich Paulus |
| 1993 | Interspeech | Going back to the source: inverse filtering of the speech signal with ANNs. | Joachim Denzler, Ralf Kompe, Andreas Kieling, Heinrich Niemann, Elmar Nth |