Björn Barz

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 39

Top Topics

Anomaly Detection

Architectural Style

Image Retrieval

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Mayar Lotfy, Anna Alperovich, Tommaso Giannantonio, Björn Barz, Xiaohan Zhang, Felix Holm, Nassir Navab, Felix Boehm, Carolin Schwamborn, Thomas K. Hoffmann, Patrick J. Schuler
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks. CoRR (2023)
Clemens-Alexander Brust, Björn Barz, Joachim Denzler
Self-supervised Learning from Semantically Imprecise Data. VISIGRAPP (5: VISAPP) (2022)
Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
Image Classification With Small Datasets: Overview and Benchmark. IEEE Access 10 (2022)
Björn Barz, Joachim Denzler
Weakly-supervised Localization of Multiple Objects in Images using Cosine Loss. VISIGRAPP (5: VISAPP) (2022)
Björn Barz, Lorenzo Brigato, Luca Iocchi, Joachim Denzler
A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge. CoRR (2021)
Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity. CoRR (2021)
Björn Barz, Joachim Denzler
WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. NeurIPS Datasets and Benchmarks (2021)
Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA (2021)
Clemens-Alexander Brust, Björn Barz, Joachim Denzler
Self-Supervised Learning from Semantically Imprecise Data. CoRR (2021)
Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. CoRR (2021)
Felix Schneider, Björn Barz, Joachim Denzler
Detecting Scenes in Fiction Using the Embedding Delta Signal. STSS@KONVENS (2021)
Björn Barz, Joachim Denzler
WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. CoRR (2021)
Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. ICCVW (2021)
Clemens-Alexander Brust, Björn Barz, Joachim Denzler
Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance. GI-Jahrestagung (2021)
Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR (2021)
Björn Barz, Joachim Denzler
Do We Train on Test Data? Purging CIFAR of Near-Duplicates. J. Imaging 6 (6) (2020)
Björn Barz, Joachim Denzler
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era. CoRR (2020)
Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
Finding Relevant Flood Images on Twitter Using Content-Based Filters. ICPR Workshops (6) (2020)
Clemens-Alexander Brust, Björn Barz, Joachim Denzler
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. ICPR (2020)
Björn Barz, Joachim Denzler
Deep Learning on Small Datasets without Pre-Training using Cosine Loss. WACV (2020)
Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
Finding Relevant Flood Images on Twitter using Content-based Filters. CoRR (2020)
Clemens-Alexander Brust, Björn Barz, Joachim Denzler
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. CoRR (2020)
Björn Barz, Joachim Denzler
Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era. ICPR Workshops (2) (2020)
Björn Barz, Joachim Denzler
Hierarchy-Based Image Embeddings for Semantic Image Retrieval. WACV (2019)
Björn Barz, Joachim Denzler
Deep Learning on Small Datasets without Pre-Training using Cosine Loss. CoRR (2019)
Björn Barz, Joachim Denzler
Do we train on test data? Purging CIFAR of near-duplicates. CoRR (2019)
Björn Barz, Kai Schröter, Moritz Münch, Bin Yang, Andrea Unger, Doris Dransch, Joachim Denzler
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images. CoRR (2019)
Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 41 (5) (2019)
Björn Barz, Christoph Käding, Joachim Denzler
Information-Theoretic Active Learning for Content-Based Image Retrieval. GCPR (2018)
Björn Barz, Joachim Denzler
Hierarchy-based Image Embeddings for Semantic Image Retrieval. CoRR (2018)
Matthias Körschens, Björn Barz, Joachim Denzler
Towards Automatic Identification of Elephants in the Wild. CoRR (2018)
Björn Barz, Thomas C. van Dijk, Bert Spaan, Joachim Denzler
Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data. GeoHumanities@SIGSPATIAL (2018)
Christoph Käding, Erik Rodner, Alexander Freytag, Oliver Mothes, Björn Barz, Joachim Denzler
Active Learning for Regression Tasks with Expected Model Output Changes. BMVC (2018)
Björn Barz, Joachim Denzler
Automatic Query Image Disambiguation for Content-based Image Retrieval. VISIGRAPP (5: VISAPP) (2018)
Björn Barz, Christoph Käding, Joachim Denzler
Information-Theoretic Active Learning for Content-Based Image Retrieval. CoRR (2018)
Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. CoRR (2018)
Björn Barz, Joachim Denzler
Automatic Query Image Disambiguation for Content-Based Image Retrieval. CoRR (2017)
Björn Barz, Erik Rodner, Christoph Käding, Joachim Denzler
Fast Learning and Prediction for Object Detection using Whitened CNN Features. CoRR (2017)
Erik Rodner, Björn Barz, Yanira Guanche, Milan Flach, Miguel D. Mahecha, Paul Bodesheim, Markus Reichstein, Joachim Denzler
Maximally Divergent Intervals for Anomaly Detection. CoRR (2016)
Björn Barz, Erik Rodner, Joachim Denzler
ARTOS - Adaptive Real-Time Object Detection System. CoRR (2014)