| 2025 | CVPR | Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images. | Tristan Piater, Bjrn Barz, Alexander Freytag |
| 2021 | GI | Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance. | Clemens-Alexander Brust, Bjrn Barz, Joachim Denzler |
| 2021 | ICMLA | Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. | Violeta Teodora Trifunov, Maha Shadaydeh, Bjrn Barz, 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 | 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 |