Denzler, Joachim

41 publications

ICLR 2025 CausalRivers - Scaling up Benchmarking of Causal Discovery for Real-World Time-Series Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler

NeurIPS 2025 Distance-Informed Neural Processes Aishwarya Venkataramanan, Joachim Denzler

CVPR 2025 Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis Tim Büchner, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler

ICML 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling

ICCV 2025 Gradient Extrapolation for Debiased Representation Learning Ihab Asaad, Maha Shadaydeh, Joachim Denzler

UAI 2025 Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models Aishwarya Venkataramanan, Paul Bodesheim, Joachim Denzler

ICLRW 2024 Investigating the Effects of Plant Diversity on Soil Thermal Diffusivity Using Physics- Informed Neural Networks Gideon Stein, Sai Karthikeya Vemuri, Yuanyuan Huang, Anne Ebeling, Nico Eisenhauer, Maha Shadaydeh, Joachim Denzler

ECML-PKDD 2024 Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler

ICCVW 2023 Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler

ICCVW 2023 Unified Automatic Plant Cover and Phenology Prediction Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler

ICMLW 2022 Causal Discovery Using Model Invariance Through Knockoff Interventions Wasim Ahmad, Maha Shadaydeh, Joachim Denzler

ECCVW 2022 Investigating Neural Network Training on a Feature Level Using Conditional Independence Niklas Penzel, Christian Reimers, Paul Bodesheim, Joachim Denzler

NeurIPSW 2022 Time Series Causal Link Estimation Under Hidden Confounding Using Knockoff Interventions Violeta-Teodora Trifunov, Maha Shadaydeh, Joachim Denzler

CVPRW 2021 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

CVPRW 2021 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

ICCVW 2021 Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler

WACV 2020 Deep Learning on Small Datasets Without Pre-Training Using Cosine Loss Bjorn Barz, Joachim Denzler

ECCV 2020 Determining the Relevance of Features for Deep Neural Networks Christian Reimers, Jakob Runge, Joachim Denzler

ECCVW 2020 Towards Confirmable Automated Plant Cover Determination Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Josephine Ulrich, Joachim Denzler

ICCVW 2019 ELPephants: A Fine-Grained Dataset for Elephant Re-Identification Matthias Körschens, Joachim Denzler

WACV 2019 Hierarchy-Based Image Embeddings for Semantic Image Retrieval Björn Barz, Joachim Denzler

ICCV 2017 Generalized Orderless Pooling Performs Implicit Salient Matching Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner

ICCVW 2017 Towards Automated Visual Monitoring of Individual Gorillas in the Wild Clemens-Alexander Brust, Tilo Burghardt, Milou Groenenberg, Christoph Käding, Hjalmar S. Kühl, Marie L. Manguette, Joachim Denzler

ECCV 2016 Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception Joachim Denzler, Erik Rodner, Marcel Simon

ECCVW 2016 Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception Joachim Denzler, Erik Rodner, Marcel Simon

CVPR 2015 Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances Christoph Kading, Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler

WACV 2015 Local Novelty Detection in Multi-Class Recognition Problems Paul Bodesheim, Alexander Freytag, Erik Rodner, Joachim Denzler

WACV 2014 A Combination of Generative and Discriminative Models for Fast Unsupervised Activity Recognition from Traffic Scene Videos Mahesh Venkata Krishna, Joachim Denzler

CVPR 2014 Instance-Weighted Transfer Learning of Active Appearance Models Daniel Haase, Erik Rodner, Joachim Denzler

ECCVW 2014 JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies

CVPR 2014 Nonparametric Part Transfer for Fine-Grained Recognition Christoph Goring, Erik Rodner, Alexander Freytag, Joachim Denzler

ECCV 2014 Selecting Influential Examples: Active Learning with Expected Model Output Changes Alexander Freytag, Erik Rodner, Joachim Denzler

CVPR 2013 Kernel Null Space Methods for Novelty Detection Paul Bodesheim, Alexander Freytag, Erik Rodner, Michael Kemmler, Joachim Denzler

ECCV 2012 Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels Erik Rodner, Alexander Freytag, Paul Bodesheim, Joachim Denzler

ECCV 2012 PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects Christoph Redies, Seyed Ali Amirshahi, Michael Koch, Joachim Denzler

ECCVW 2012 PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects Christoph Redies, Seyed Ali Amirshahi, Michael Koch, Joachim Denzler

ICCV 2011 Exploiting the Manhattan-World Assumption for Extrinsic Self-Calibration of Multi-Modal Sensor Networks Marcel Brückner, Joachim Denzler

ICCV 2009 Coarse Registration of 3D Surface Triangulations Based on Moment Invariants with Applications to Object Alignment and Identification Michael Trummer, Herbert Suesse, Joachim Denzler

CVPR 2009 Geometric and Probabilistic Image Dissimilarity Measures for Common Field of View Detection Marcel Brückner, Ferid Bajramovic, Joachim Denzler

ICCV 2003 Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking Joachim Denzler, Matthias Zobel, Heinrich Niemann

ECCV 1998 An Efficient Combination of 2D and 3D Shape Descriptions for Contour Based Tracking of Moving Objects Joachim Denzler, Benno Heigl, Heinrich Niemann